Terrence Sejnowski

Professor and Laboratory Head

Computational Neurobiology Laboratory

Francis Crick Chair

Terry Sejnowski
Salk Institute for Biological Studies - Publications

all Publications


Siddharth, S., Jung, T.P., Sejnowski, T.J. Impact of Affective Multimedia Content on the Electroencephalogram and Facial Expressions. (2019) Scientific Reports. 9(1):16295. DOI: 10.1038/s41598-019-52891-2

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De la Fuente, I.M., Bringas, C., Malaina, I., Regner, B., Pérez-Samartín, A., Boyano, M.D., Fedetz, M., López, J.I., Pérez-Yarza, G., Cortes, J.M., Sejnowski, T. The nucleus does not significantly affect the migratory trajectories of amoeba in two-dimensional environments. (2019) Scientific Reports. 9(1):16369. DOI: 10.1038/s41598-019-52716-2

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Litvina, E., Adams, A., Barth, A., Bruchez, M., Carson, J., Chung, J.E., Dupre, K.B., Frank, L.M., Gates, K.M., Harris, K.M., Joo, H., William Lichtman, J., Ramos, K.M., Sejnowski, T., Trimmer, J.S., White, S., Koroshetz, W. BRAIN Initiative: Cutting-Edge Tools and Resources for the Community. (2019) Journal of Neuroscience. 39(42):8275-8284. DOI: 10.1523/JNEUROSCI.1169-19.2019

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Kim, R., Li, Y., Sejnowski, T.J. Simple framework for constructing functional spiking recurrent neural networks. (2019) Proceedings of the National Academy of Sciences of the United States of America. DOI: 10.1073/pnas.1905926116

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Lainscsek, C., Gonzalez, C.E., Sampson, A.L., Cash, S.S., Sejnowski, T.J. Causality detection in cortical seizure dynamics using cross-dynamical delay differential analysis. (2019) Chaos. 29(10):101103. DOI: 10.1063/1.5126125

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Cugno, A., Bartol, T.M., Sejnowski, T.J., Iyengar, R., Rangamani, P. Geometric principles of second messenger dynamics in dendritic spines. (2019) Scientific Reports. 9(1):11676. DOI: 10.1038/s41598-019-48028-0

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Wang, H.P., Garcia, J.W., Sabottke, C.F., Spencer, D., Sejnowski, T.J. Feedforward thalamocortical connectivity preserves stimulus timing information in sensory pathways. (2019) Journal of Neuroscience. DOI: 10.1523/JNEUROSCI.3165-17.2019

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Bell, M., Bartol, T., Sejnowski, T., Rangamani, P. Dendritic spine geometry and spine apparatus organization govern the spatiotemporal dynamics of calcium. (2019) J. Gen. Physiol. DOI: 10.1085/jgp.201812261

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Pinto-Duarte, A., Roberts, A.J., Ouyang, K., Sejnowski, T.J. Impairments in remote memory caused by the lack of Type 2 IP receptors. (2019) Glia. DOI: 10.1002/glia.23679

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Zhou, J., Ma, J., Chen, Y., Cheng, C., Bao, B., Peng, J., Sejnowski, T.J., Dixon, J.R., Ecker, J.R. Robust single-cell Hi-C clustering by convolution- and random-walk-based imputation. (2019) Proceedings of the National Academy of Sciences of the United States of America. DOI: 10.1073/pnas.1901423116

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Oakley, B.A., Sejnowski, T.J. What we learned from creating one of the world's most popular MOOCs. (2019) NPJ Sci Learn. 4:7. DOI: 10.1038/s41539-019-0046-0

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Ernst, O.K., Bartol, T.M., Sejnowski, T.J., Mjolsness, E. Learning moment closure in reaction-diffusion systems with spatial dynamic Boltzmann distributions. (2019) Phys Rev E. 99(6-1):063315. DOI: 10.1103/PhysRevE.99.063315

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Das, A., Sexton, D., Lainscsek, C., Cash, S.S., Sejnowski, T.J. Characterizing Brain Connectivity from Human Electrocorticography Recordings with Unobserved Inputs during Epileptic Seizures. (2019) Neural Computation.:1-56 DOI: 10.1162/neco_a_01205

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Siddharth, Patel, A.N., Jung, T.P., Sejnowski, T.J. A Wearable Multi-Modal Bio-Sensing System Towards Real-World Applications. (2019) IEEE Trans Biomed Eng. 66(4):1137-1147. DOI: 10.1109/TBME.2018.2868759

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Tapia, J.J., Saglam, A.S., Czech, J., Kuczewski, R., Bartol, T.M., Sejnowski, T.J., Faeder, J.R. MCell-R: A Particle-Resolution Network-Free Spatial Modeling Framework. (2019) Methods in Molecular Biology. 1945:203-229. DOI: 10.1007/978-1-4939-9102-0_9

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Aimon, S., Katsuki, T., Jia, T., Grosenick, L., Broxton, M., Deisseroth, K., Sejnowski, T.J., Greenspan, R.J. Fast near-whole-brain imaging in adult Drosophila during responses to stimuli and behavior. (2019) PLOS Biology. 17(2):e2006732. DOI: 10.1371/journal.pbio.2006732

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Lainscsek, C., Sampson, A.L., Kim, R., Thomas, M.L., Man, K., Lainscsek, X., , Swerdlow, N.R., Braff, D.L., Sejnowski, T.J., Light, G.A. Nonlinear dynamics underlying sensory processing dysfunction in schizophrenia. (2019) Proceedings of the National Academy of Sciences of the United States of America. 116(9):3847-3852. DOI: 10.1073/pnas.1810572116

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Padmanabhan, K., Osakada, F., Tarabrina, A., Kizer, E., Callaway, E.M., Gage, F.H., Sejnowski, T.J. Centrifugal Inputs to the Main Olfactory Bulb Revealed Through Whole Brain Circuit-Mapping. (2019) Frontiers in Neuroanatomy. 12:115. DOI: 10.3389/fnana.2018.00115

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Sampson, A.L., Lainscsek, C., Gonzalez, C.E., Ulbert, I., Devinsky, O., Fabó, D., Halgren, E., Cash, S.S., Sejnowski, T.J. Delay Differential Analysis for Dynamical Sleep Spindle Detection. (2019) Journal of Neuroscience Methods. DOI: 10.1016/j.jneumeth.2019.01.009

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Reddy, G., Wong-Ng, J., Celani, A., Sejnowski, T.J., Vergassola, M. Glider soaring via reinforcement learning in the field. (2018) Nature. DOI: 10.1038/s41586-018-0533-0

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Sejnowski, T. The prophet who foretold our future. (2018) Brain. 141(9):2820-2822. DOI: 10.1093/brain/awy212


Sejnowski, T. The prophet who foretold our future. (2018) Brain. 141(9):2820-2822. DOI: 10.1093/brain/awy212


Sejnowski, T. The prophet who foretold our future. (2018) Brain : A Journal of Neurology. 141(9):2820-2822. DOI: 10.1093/brain/awy212


Ernst, O.K., Bartol, T., Sejnowski, T., Mjolsness, E. Learning dynamic Boltzmann distributions as reduced models of spatial chemical kinetics. (2018) J Chem Phys. 149(3):034107. DOI: 10.1063/1.5026403

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Haas, K.T., Compans, B., Letellier, M., Bartol, T.M., Grillo-Bosch, D., Sejnowski, T.J., Sainlos, M., Choquet, D., Thoumine, O., Hosy, E. Pre-post synaptic alignment through neuroligin-1 tunes synaptic transmission efficiency. (2018) Elife. 7. DOI: 10.7554/eLife.31755

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Siddharth, Jung, T.P., Sejnowski, T.J. Multi-modal Approach for Affective Computing. (2018) Conf Proc IEEE Eng Med Biol Soc. 2018:291-294. DOI: 10.1109/EMBC.2018.8512320

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Krishnan, G.P., Rosen, B.Q., Chen, J.Y., Muller, L., Sejnowski, T.J., Cash, S.S., Halgren, E., Bazhenov, M. Thalamocortical and intracortical laminar connectivity determines sleep spindle properties. (2018) PLOS Computational Biology. 14(6):e1006171. DOI: 10.1371/journal.pcbi.1006171

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Ruiz-Martínez, , Bartol, T.M., Sejnowski, T.J., Tartakovsky, D.M. Efficient models of polymerization applied to FtsZ ring assembly in . (2018) Proceedings of the National Academy of Sciences of the United States of America. DOI: 10.1073/pnas.1719391115

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Moldakarimov, S., Bazhenov, M., Feldman, D.E., Sejnowski, T.J. Structured networks support sparse traveling waves in rodent somatosensory cortex. (2018) Proceedings of the National Academy of Sciences of the United States of America. DOI: 10.1073/pnas.1710202115

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Wang, X., Pinto-Duarte, A., Behrens, M.M., Zhou, X., Sejnowski, T.J. Ketamine independently modulated power and phase-coupling of theta oscillations in Sp4 hypomorphic mice. (2018) PLOS One. 13(3):e0193446. DOI: 10.1371/journal.pone.0193446

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Muller, L., Chavane, F., Reynolds, J., Sejnowski, T.J. Cortical travelling waves: mechanisms and computational principles. (2018) Nature Reviews. Neuroscience. DOI: 10.1038/nrn.2018.20

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Kaya, C., Cheng, M.H., Block, E.R., Bartol, T.M., Sejnowski, T.J., Sorkin, A., Faeder, J.R., Bahar, I. Heterogeneities in Axonal Structure and Transporter Distribution Lower Dopamine Reuptake Efficiency. (2018) eNeuro. 5(1). DOI: 10.1523/ENEURO.0298-17.2017

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Bromer, C., Bartol, T.M., Bowden, J.B., Hubbard, D.D., Hanka, D.C., Gonzalez, P.V., Kuwajima, M., Mendenhall, J.M., Parker, P.H., Abraham, W.C., Sejnowski, T.J., Harris, K.M. Long-term potentiation expands information content of hippocampal dentate gyrus synapses. (2018) Proceedings of the National Academy of Sciences of the United States of America. DOI: 10.1073/pnas.1716189115

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Wang, M., He, Y., Sejnowski, T.J., Yu, X. Brain-state dependent astrocytic Ca2+ signals are coupled to both positive and negative BOLD-fMRI signals. (2018) Proceedings of the National Academy of Sciences of the United States of America. DOI: 10.1073/pnas.1711692115

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O'Donnell, C., Gonçalves, J.T., Portera-Cailliau, C., Sejnowski, T.J. Beyond excitation/inhibition imbalance in multidimensional models of neural circuit changes in brain disorders. (2017) Elife. 6. DOI: 10.7554/eLife.26724

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Li, Y., Wang, F., Chen, Y., Cichocki, A., Sejnowski, T. The Effects of Audiovisual Inputs on Solving the Cocktail Party Problem in the Human Brain: An fMRI Study. (2017) Cerebral Cortex .:1-15 DOI: 10.1093/cercor/bhx235

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Holter, K.E., Kehlet, B., Devor, A., Sejnowski, T.J., Dale, A.M., Omholt, S.W., Ottersen, O.P., Nagelhus, E.A., Mardal, K.A., Pettersen, K.H. Interstitial solute transport in 3D reconstructed neuropil occurs by diffusion rather than bulk flow. (2017) Proceedings of the National Academy of Sciences of the United States of America. DOI: 10.1073/pnas.1706942114

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Luo, C., Keown, C.L., Kurihara, L., Zhou, J., He, Y., Li, J., Castanon, R., Lucero, J., Nery, J.R., Sandoval, J.P., Bui, B., Sejnowski, T.J., Harkins, T.T., Mukamel, E.A.*, Behrens, M.M.*, Ecker, J.R.* Single-cell methylomes identify neuronal subtypes and regulatory elements in mammalian cortex. (2017) Science. 357(6351):600-604. DOI: 10.1126/science.aan3351

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Lainscsek, C., Weyhenmeyer, J., Cash, S.S., Sejnowski, T.J. Delay Differential Analysis of Seizures in Multichannel Electrocorticography Data. (2017) Neural Computation.:1-38 DOI: 10.1162/neco_a_01009

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Lin, T.W., Das, A., Krishnan, G.P., Bazhenov, M., Sejnowski, T.J. Differential Covariance: A New Class of Methods to Estimate Sparse Connectivity from Neural Recordings. (2017) Neural Computation.:1-52 DOI: 10.1162/neco_a_01008

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Lainscsek, C., Muller, L.E., Sampson, A.L., Sejnowski, T.J. Analytical Derivation of Nonlinear Spectral Effects and 1/f Scaling Artifact in Signal Processing of Real-World Data. (2017) Neural Computation. 29(7):2004-2020. DOI: 10.1162/NECO_a_00979

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Veit, J., Hakim, R., Jadi, M.P., Sejnowski, T.J., Adesnik, H. Cortical gamma band synchronization through somatostatin interneurons. (2017) Nature Neuroscience. 20(7):951-959. DOI: 10.1038/nn.4562

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Hurtado-López, J., Ramirez-Moreno, D.F., Sejnowski, T.J. Decision-making neural circuits mediating social behaviors : An attractor network model. (2017) Journal of Computational Neuroscience. DOI: 10.1007/s10827-017-0654-8

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Peterson, D.A., Sejnowski, T.J. A Dynamic Circuit Hypothesis for the Pathogenesis of Blepharospasm. (2017) Frontiers in Computational Neuroscience. 11:11. DOI: 10.3389/fncom.2017.00011

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Das, A., Sampson, A.L., Lainscsek, C., Muller, L., Lin, W., Doyle, J.C., Cash, S.S., Halgren, E., Sejnowski, T.J. Interpretation of the Precision Matrix and Its Application in Estimating Sparse Brain Connectivity during Sleep Spindles from Human Electrocorticography Recordings. (2017) Neural Computation. 29(3):603-642. DOI: 10.1162/NECO_a_00936

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O'Donnell, C., Gonçalves, J.T., Whiteley, N., Portera-Cailliau, C., Sejnowski, T.J. The Population Tracking Model: A Simple, Scalable Statistical Model for Neural Population Data. (2017) Neural Computation. 29(1):50-93. DOI: 10.1162/NECO_a_00910

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Williams, A.H., O'Donnell, C., Sejnowski, T.J., O'Leary, T. Dendritic trafficking faces physiologically critical speed-precision tradeoffs. (2016) Elife. 5. DOI: 10.7554/eLife.20556

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Muller, L., Piantoni, G., Koller, D., Cash, S.S., Halgren, E., Sejnowski, T.J. Rotating waves during human sleep spindles organize global patterns of activity that repeat precisely through the night. (2016) Elife. 5. DOI: 10.7554/eLife.17267

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Peterson, D.A., Littlewort, G.C., Bartlett, M.S., Macerollo, A., Perlmutter, J.S., Jinnah, H.A., Hallett, M., Sejnowski, T.J. Objective, computerized video-based rating of blepharospasm severity. (2016) Neurology. 87(20):2146-2153. DOI: 10.1212/WNL.0000000000003336

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Churchland, P.S., Sejnowski, T.J. Blending computational and experimental neuroscience. (2016) Nature Reviews. Neuroscience. 17(11):667-668. DOI: 10.1038/nrn.2016.114

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Grillner, S., Ip, N., Koch, C., Koroshetz, W., Okano, H., Polachek, M., Poo, M.M., Sejnowski, T.J. Worldwide initiatives to advance brain research. (2016) Nature Neuroscience. 19(9):1118-22. DOI: 10.1038/nn.4371


Kosik, K.S., Sejnowski, T.J., Raichle, M.E., Ciechanover, A., Baltimore, D. A path toward understanding neurodegeneration. (2016) Science. 353(6302):872-3. DOI: 10.1126/science.aai7622


Reddy, G., Celani, A., Sejnowski, T.J., Vergassola, M. Learning to soar in turbulent environments. (2016) Proceedings of the National Academy of Sciences of the United States of America. 113(33):E4877-84. DOI: 10.1073/pnas.1606075113

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Huh, D., Sejnowski, T.J. Conservation law for self-paced movements. (2016) Proceedings of the National Academy of Sciences of the United States of America. 113(31):8831-6. DOI: 10.1073/pnas.1608724113

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Padmanabhan, K., Osakada, F., Tarabrina, A., Kizer, E., Callaway, E.M., Gage, F.H., Sejnowski, T.J. Diverse Representations of Olfactory Information in Centrifugal Feedback Projections. (2016) Journal of Neuroscience. 36(28):7535-45. DOI: 10.1523/JNEUROSCI.3358-15.2016

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Ruiz-Martinez, A., Bartol, T.M., Sejnowski, T.J., Tartakovsky, D.M. Efficient Multiscale Models of Polymer Assembly. (2016) Biophysical Journal. 111(1):185-96. DOI: 10.1016/j.bpj.2016.05.022

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Jadi, M.P., Behrens, M.M., Sejnowski, T.J. Abnormal Gamma Oscillations in N-Methyl-D-Aspartate Receptor Hypofunction Models of Schizophrenia. (2016) Biological Psychiatry. 79(9):716-26. DOI: 10.1016/j.biopsych.2015.07.005

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Saremi, S., Sejnowski, T.J. Correlated Percolation, Fractal Structures, and Scale-Invariant Distribution of Clusters in Natural Images. (2016) IEEE Trans Pattern Anal Mach Intell. 38(5):1016-20. DOI: 10.1109/TPAMI.2015.2481402

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Rodrigues, S., Desroches, M., Krupa, M., Cortes, J.M., Sejnowski, T.J., Ali, A.B. Time-coded neurotransmitter release at excitatory and inhibitory synapses. (2016) Proceedings of the National Academy of Sciences of the United States of America. 113(8):E1108-15. DOI: 10.1073/pnas.1525591113

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O'Donnell, C., Sejnowski, T.J. Street View of the Cognitive Map. (2016) Cell. 164(1-2):13-5. DOI: 10.1016/j.cell.2015.12.051

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Veltz, R., Sejnowski, T.J. Periodic Forcing of Inhibition-Stabilized Networks: Nonlinear Resonances and Phase-Amplitude Coupling. (2015) Neural Computation. 27(12):2477-509. DOI: 10.1162/NECO_a_00786

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Bartol, T.M., Bromer, C., Kinney, J., Chirillo, M.A., Bourne, J.N., Harris, K.M., Sejnowski, T.J. Nanoconnectomic upper bound on the variability of synaptic plasticity. (2015) Elife. 4:e10778. DOI: 10.7554/eLife.10778

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Bartol, T.M., Keller, D.X., Kinney, J.P., Bajaj, C.L., Harris, K.M., Sejnowski, T.J., Kennedy, M.B. Computational reconstitution of spine calcium transients from individual proteins. (2015) Front Synaptic Neurosci. 7:17. DOI: 10.3389/fnsyn.2015.00017

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Wang, X., Pinto-Duarte, A., Behrens, M.M., Zhou, X., Sejnowski, T.J. Characterization of spatio-temporal epidural event-related potentials for mouse models of psychiatric disorders. (2015) Scientific Reports. 5:14964. DOI: 10.1038/srep14964

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Barnes, S.A., Pinto-Duarte, A., Kappe, A., Zembrzycki, A., Metzler, A., Mukamel, E.A., Lucero, J., Wang, X., Sejnowski, T.J., Markou, A.*, Behrens, M.M.* Disruption of mGluR5 in parvalbumin-positive interneurons induces core features of neurodevelopmental disorders. (2015) Molecular Psychiatry. 20(10):1161-72. DOI: 10.1038/mp.2015.113

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González, O.C., Krishnan, G.P., Chauvette, S., Timofeev, I., Sejnowski, T., Bazhenov, M. Modeling of Age-Dependent Epileptogenesis by Differential Homeostatic Synaptic Scaling. (2015) Journal of Neuroscience. 35(39):13448-62. DOI: 10.1523/JNEUROSCI.5038-14.2015

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Coggan, J.S., Sejnowski, T.J., Prescott, S.A. Cooperativity between remote sites of ectopic spiking allows afterdischarge to be initiated and maintained at different locations. (2015) Journal of Computational Neuroscience. 39(1):17-28. DOI: 10.1007/s10827-015-0562-8

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Huh, D., Sejnowski, T.J. Spectrum of power laws for curved hand movements. (2015) Proceedings of the National Academy of Sciences of the United States of America. 112(29):E3950-8. DOI: 10.1073/pnas.1510208112

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Schultz, M.D., He, Y., Whitaker, J.W., Hariharan, M., Mukamel, E.A., Leung, D., Rajagopal, N., Nery, J.R., Urich, M.A., Chen, H., Lin, S., Lin, Y., Jung, I., Schmitt, A.D., Selvaraj, S., Ren, B., Sejnowski, T.J., Wang, W., Ecker, J.R. Human body epigenome maps reveal noncanonical DNA methylation variation. (2015) Nature. 523(7559):212-6. DOI: 10.1038/nature14465

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Lainscsek, C., Weyhenmeyer, J., Sejnowski, T.J., Letellier, C. Discovering independent parameters in complex dynamical systems. (2015) Chaos Solitons Fractals. 76:182-189. DOI: 10.1016/j.chaos.2015.04.001

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Mo, A., Mukamel, E.A., Davis, F.P., Luo, C., Henry, G.L., Picard, S., Urich, M.A., Nery, J.R., Sejnowski, T.J., Lister, R., Eddy, S.R., Ecker, J.R., Nathans, J. Epigenomic Signatures of Neuronal Diversity in the Mammalian Brain. (2015) Neuron. 86(6):1369-84. DOI: 10.1016/j.neuron.2015.05.018

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Johnson, T., Bartol, T., Sejnowski, T., Mjolsness, E. Model reduction for stochastic CaMKII reaction kinetics in synapses by graph-constrained correlation dynamics. (2015) Phys Biol. 12(4):045005. DOI: 10.1088/1478-3975/12/4/045005

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Sejnowski, T.J. Vernon Mountcastle: Father of neuroscience. (2015) Proceedings of the National Academy of Sciences of the United States of America. 112(21):6523-4. DOI: 10.1073/pnas.1506644112


Izpisua Belmonte, J.C., Callaway, E.M., Caddick, S.J., Churchland, P., Feng, G., Homanics, G.E., Lee, K.F., Leopold, D.A., Miller, C.T., Mitchell, J.F., Mitalipov, S., Moutri, A.R., Movshon, J.A., Okano, H., Reynolds, J.H., Ringach, D., Sejnowski, T.J., Silva, A.C., Strick, P.L., Wu, J., Zhang, F. Brains, genes, and primates. (2015) Neuron. 86(3):617-31. DOI: 10.1016/j.neuron.2015.03.021

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Jorgenson, L.A., Newsome, W.T., Anderson, D.J., Bargmann, C.I., Brown, E.N., Deisseroth, K., Donoghue, J.P., Hudson, K.L., Ling, G.S., MacLeish, P.R., Marder, E., Normann, R.A., Sanes, J.R., Schnitzer, M.J., Sejnowski, T.J., Tank, D.W., Tsien, R.Y., Ugurbil, K., Wingfield, J.C. The BRAIN Initiative: developing technology to catalyse neuroscience discovery. (2015) Philos. Trans. R. Soc. Lond., B, Biol. Sci. 370(1668). DOI: 10.1098/rstb.2014.0164

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Lainscsek, C., Sejnowski, T.J. Delay differential analysis of time series. (2015) Neural Computation. 27(3):594-614. DOI: 10.1162/NECO_a_00706

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Lainscsek, C., Hernandez, M.E., Poizner, H., Sejnowski, T.J. Delay differential analysis of electroencephalographic data. (2015) Neural Computation. 27(3):615-27. DOI: 10.1162/NECO_a_00656

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Moldakarimov, S., Bazhenov, M., Sejnowski, T.J. Feedback stabilizes propagation of synchronous spiking in cortical neural networks. (2015) Proceedings of the National Academy of Sciences of the United States of America. 112(8):2545-50. DOI: 10.1073/pnas.1500643112

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Tanaka, H., Sejnowski, T.J. Motor adaptation and generalization of reaching movements using motor primitives based on spatial coordinates. (2015) Journal of Neurophysiology. 113(4):1217-33. DOI: 10.1152/jn.00002.2014

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Frost, W.N., Brandon, C.J., Bruno, A.M., Humphries, M.D., Moore-Kochlacs, C., Sejnowski, T.J., Wang, J., Hill, E.S. Monitoring Spiking Activity of Many Individual Neurons in Invertebrate Ganglia. (2015) Adv. Exp. Med. Biol. 859:127-45. DOI: 10.1007/978-3-319-17641-3_5

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Sejnowski, T.J. Consciousness. (2015) Daedalus. 144(1):123-132. DOI: 10.1162/DAED_a_00321

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Ritaccio, A., Brunner, P., Gunduz, A., Hermes, D., Hirsch, L.J., Jacobs, J., Kamada, K., Kastner, S., Knight, R.T., Lesser, R.P., Miller, K., Sejnowski, T., Worrell, G., Schalk, G. Proceedings of the Fifth International Workshop on Advances in Electrocorticography. (2014) Epilepsy Behav. 41:183-92. DOI: 10.1016/j.yebeh.2014.09.015

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Regner, B.M., Tartakovsky, D.M., Sejnowski, T.J. Identifying transport behavior of single-molecule trajectories. (2014) Biophysical Journal. 107(10):2345-51. DOI: 10.1016/j.bpj.2014.10.005

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Sejnowski, T.J., Churchland, P.S., Movshon, J.A. Putting big data to good use in neuroscience. (2014) Nature Neuroscience. 17(11):1440-1. DOI: 10.1038/nn.3839

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Fields, R.D., Araque, A., Johansen-Berg, H., Lim, S.S., Lynch, G., Nave, K.A., Nedergaard, M., Perez, R., Sejnowski, T., Wake, H. Glial biology in learning and cognition. (2014) The Neuroscientist. 20(5):426-31. DOI: 10.1177/1073858413504465

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Mak-McCully, R.A., Deiss, S.R., Rosen, B.Q., Jung, K.Y., Sejnowski, T.J., Bastuji, H., Rey, M., Cash, S.S., Bazhenov, M., Halgren, E. Synchronization of isolated downstates (K-complexes) may be caused by cortically-induced disruption of thalamic spindling. (2014) PLOS Computational Biology. 10(9):e1003855. DOI: 10.1371/journal.pcbi.1003855

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Stefan, M.I., Bartol, T.M., Sejnowski, T.J., Kennedy, M.B. Multi-state modeling of biomolecules. (2014) PLOS Computational Biology. 10(9):e1003844. DOI: 10.1371/journal.pcbi.1003844

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Moldakarimov, S., Bazhenov, M., Sejnowski, T.J. Top-down inputs enhance orientation selectivity in neurons of the primary visual cortex during perceptual learning. (2014) PLOS Computational Biology. 10(8):e1003770. DOI: 10.1371/journal.pcbi.1003770

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Lee, H.S., Ghetti, A., Pinto-Duarte, A., Wang, X., Dziewczapolski, G., Galimi, F., Huitron-Resendiz, S., Piña-Crespo, J.C., Roberts, A.J., Verma, I.M., Sejnowski, T.J., Heinemann, S.F. Astrocytes contribute to gamma oscillations and recognition memory. (2014) Proceedings of the National Academy of Sciences of the United States of America. 111(32):E3343-52. DOI: 10.1073/pnas.1410893111

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Weyhenmeyer, J., Hernandez, M.E., Lainscsek, C., Sejnowski, T.J., Poizner, H. Muscle artifacts in single trial EEG data distinguish patients with Parkinson's disease from healthy individuals. (2014) Conf Proc IEEE Eng Med Biol Soc. 2014:3292-5. DOI: 10.1109/EMBC.2014.6944326

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Broccard, F.D., Mullen, T., Chi, Y.M., Peterson, D., Iversen, J.R., Arnold, M., Kreutz-Delgado, K., Jung, T.P., Makeig, S., Poizner, H., Sejnowski, T., Cauwenberghs, G. Closed-loop brain-machine-body interfaces for noninvasive rehabilitation of movement disorders. (2014) Ann Biomed Eng. 42(8):1573-93. DOI: 10.1007/s10439-014-1032-6

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Saremi, S., Sejnowski, T.J. On criticality in high-dimensional data. (2014) Neural Computation. 26(7):1329-39. DOI: 10.1162/NECO_a_00607

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Solstad, T., Yousif, H.N., Sejnowski, T.J. Place cell rate remapping by CA3 recurrent collaterals. (2014) PLOS Computational Biology. 10(6):e1003648. DOI: 10.1371/journal.pcbi.1003648

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Sejnowski, T.J. Summary: Cognition in 2014. (2014) Cold Spring Harbor Symposia on Quantitative Biology. 79:237-41. DOI: 10.1101/sqb.2014.79.024885

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Sejnowski, T.J., Poizner, H., Lynch, G., Gepshtein, S., Greenspan, R.J. Prospective Optimization. (2014) Proceedings of the IEEE. Institute of Electrical and Electronics Engineers. 102(5). DOI: 10.1109/JPROC.2014.2314297

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Jadi, M.P., Sejnowski, T.J. Cortical oscillations arise from contextual interactions that regulate sparse coding. (2014) Proceedings of the National Academy of Sciences of the United States of America. 111(18):6780-5. DOI: 10.1073/pnas.1405300111

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McDonnell, M.D., Boahen, K., Ijspeert, A., Sejnowski, T.J. Engineering Intelligent Electronic Systems Based on Computational Neuroscience. (2014) Proceedings of the IEEE. Institute of Electrical and Electronics Engineers. 102(5):646-651. DOI: 10.1109/JPROC.2014.2314776


Jadi, M.P., Sejnowski, T.J. Regulating Cortical Oscillations in an Inhibition-Stabilized Network. (2014) Proceedings of the IEEE. Institute of Electrical and Electronics Engineers. 102(5). DOI: 10.1109/JPROC.2014.2313113

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O'Donnell, C., Sejnowski, T.J. Selective memory generalization by spatial patterning of protein synthesis. (2014) Neuron. 82(2):398-412. DOI: 10.1016/j.neuron.2014.02.028

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Edwards, J., Daniel, E., Kinney, J., Bartol, T., Sejnowski, T., Johnston, D., Harris, K., Bajaj, C. VolRoverN: enhancing surface and volumetric reconstruction for realistic dynamical simulation of cellular and subcellular function. (2014) Neuroinformatics. 12(2):277-89. DOI: 10.1007/s12021-013-9205-2

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Yang, L., Leung, H., Peterson, D.A., Sejnowski, T.J., Poizner, H. Toward a semi-self-paced EEG brain computer interface: decoding initiation state from non-initiation state in dedicated time slots. (2014) PLOS One. 9(2):e88915. DOI: 10.1371/journal.pone.0088915

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Lainscsek, C., Weyhenmeyer, J., Hernandez, M.E., Poizner, H., Sejnowski, T.J. Non-linear dynamical classification of short time series of the rössler system in high noise regimes. (2013) Frontiers in Neurology. 4:182. DOI: 10.3389/fneur.2013.00182

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Lainscsek, C., Hernandez, M.E., Weyhenmeyer, J., Sejnowski, T.J., Poizner, H. Non-linear dynamical analysis of EEG time series distinguishes patients with Parkinson's disease from healthy individuals. (2013) Frontiers in Neurology. 4:200. DOI: 10.3389/fneur.2013.00200

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Cortes, J.M., Desroches, M., Rodrigues, S., Veltz, R., Muñoz, M.A., Sejnowski, T.J. Short-term synaptic plasticity in the deterministic Tsodyks-Markram model leads to unpredictable network dynamics. (2013) Proceedings of the National Academy of Sciences of the United States of America. 110(41):16610-5. DOI: 10.1073/pnas.1316071110

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Timofeev, I., Sejnowski, T.J., Bazhenov, M., Chauvette, S., Grand, L.B. Age dependency of trauma-induced neocortical epileptogenesis. (2013) Frontiers in Cellular Neuroscience. 7:154. DOI: 10.3389/fncel.2013.00154

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Lister, R.*, Mukamel, E.A., Nery, J.R., Urich, M., Puddifoot, C.A., Johnson, N.D., Lucero, J., Huang, Y., Dwork, A.J., Schultz, M.D., Yu, M., Tonti-Filippini, J., Heyn, H., Hu, S., Wu, J.C., Rao, A., Esteller, M., He, C., Haghighi, F.G., Sejnowski, T.J., Behrens, M.M.*, Ecker, J.R.* Global epigenomic reconfiguration during mammalian brain development. (2013) Science. 341(6146):1237905. DOI: 10.1126/science.1237905

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Golomb, B.A., Brenner, S., Chalfie, M., Glashow, S.L., Glauber, R.J., Hubel, D.H., Maskin, E.S., Greengard, P., Gross, D.J., Roberts, R., Tonegawa, S., Wilczek, F.A., Brown, E.M., Sejnowski, T.J. Chocolate habits of Nobel prizewinners. (2013) Nature. 499(7459):409. DOI: 10.1038/499409a


Lainscsek, C., Sejnowski, T.J. Electrocardiogram classification using delay differential equations. (2013) Chaos. 23(2):023132. DOI: 10.1063/1.4811544

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Ji, B., Wang, X., Pinto-Duarte, A., Kim, M., Caldwell, S., Young, J.W., Behrens, M.M., Sejnowski, T.J., Geyer, M.A., Zhou, X. Prolonged Ketamine Effects in Sp4 Hypomorphic Mice: Mimicking Phenotypes of Schizophrenia. (2013) PLOS One. 8(6):e66327. DOI: 10.1371/journal.pone.0066327

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Chukoskie, L., Snider, J., Mozer, M.C., Krauzlis, R.J., Sejnowski, T.J. Learning where to look for a hidden target. (2013) Proceedings of the National Academy of Sciences of the United States of America. 110 Suppl :10438-45. DOI: 10.1073/pnas.1301216110

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Stiefel, K.M., Englitz, B., Sejnowski, T.J. Origin of intrinsic irregular firing in cortical interneurons. (2013) Proceedings of the National Academy of Sciences of the United States of America. 110(19):7886-91. DOI: 10.1073/pnas.1305219110

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Gire, D.H., Restrepo, D., Sejnowski, T.J., Greer, C., De Carlos, J.A., Lopez-Mascaraque, L. Temporal processing in the olfactory system: can we see a smell? (2013) Neuron. 78(3):416-32. DOI: 10.1016/j.neuron.2013.04.033

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Saremi, S., Sejnowski, T.J., Sharpee, T.O. Double-gabor filters are independent components of small translation-invariant image patches. (2013) Neural Computation. 25(4):922-39. DOI: 10.1162/NECO_a_00418

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Wang, X., Pinto-Duarte, A., Sejnowski, T.J., Behrens, M.M. How Nox2-containing NADPH oxidase affects cortical circuits in the NMDA receptor antagonist model of schizophrenia. (2013) Antioxidants & Redox Signaling. 18(12):1444-62. DOI: 10.1089/ars.2012.4907

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Regner, B.M., Vučinić, D., Domnisoru, C., Bartol, T.M., Hetzer, M.W., Tartakovsky, D.M., Sejnowski, T.J. Anomalous diffusion of single particles in cytoplasm. (2013) Biophysical Journal. 104(8):1652-60. DOI: 10.1016/j.bpj.2013.01.049

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Alivisatos, A.P., Andrews, A.M., Boyden, E.S., Chun, M., Church, G.M., Deisseroth, K., Donoghue, J.P., Fraser, S.E., Lippincott-Schwartz, J., Looger, L.L., Masmanidis, S., McEuen, P.L., Nurmikko, A.V., Park, H., Peterka, D.S., Reid, C., Roukes, M.L., Scherer, A., Schnitzer, M., Sejnowski, T.J., Shepard, K.L., Tsao, D., Turrigiano, G., Weiss, P.S., Xu, C., Yuste, R., Zhuang, X. Nanotools for neuroscience and brain activity mapping. (2013) ACS Nano. 7(3):1850-66. DOI: 10.1021/nn4012847

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Alivisatos, A.P., Chun, M., Church, G.M., Deisseroth, K., Donoghue, J.P., Greenspan, R.J., McEuen, P.L., Roukes, M.L., Sejnowski, T.J., Weiss, P.S., Yuste, R. Neuroscience. The brain activity map. (2013) Science. 339(6125):1284-5. DOI: 10.1126/science.1236939


Saremi, S., Sejnowski, T.J. Hierarchical model of natural images and the origin of scale invariance. (2013) Proceedings of the National Academy of Sciences of the United States of America. 110(8):3071-6. DOI: 10.1073/pnas.1222618110

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Tanaka, H., Sejnowski, T.J. Computing reaching dynamics in motor cortex with Cartesian spatial coordinates. (2013) Journal of Neurophysiology. 109(4):1182-201. DOI: 10.1152/jn.00279.2012

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Kinney, J.P., Spacek, J., Bartol, T.M., Bajaj, C.L., Harris, K.M., Sejnowski, T.J. Extracellular sheets and tunnels modulate glutamate diffusion in hippocampal neuropil. (2013) Journal of Comparative Neurology. 521(2):448-64. DOI: 10.1002/cne.23181

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Srinivasan, L., Asaad, W.F., Ginat, D.T., Gale, J.T., Dougherty, D.D., Williams, Z.M., Sejnowski, T.J., Eskandar, E.N. Action initiation in the human dorsal anterior cingulate cortex. (2013) PLOS One. 8(2):e55247. DOI: 10.1371/journal.pone.0055247

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Volman, V., Bazhenov, M., Sejnowski, T.J. Divide and conquer: functional segregation of synaptic inputs by astrocytic microdomains could alleviate paroxysmal activity following brain trauma. (2013) PLOS Computational Biology. 9(1):e1002856. DOI: 10.1371/journal.pcbi.1002856

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Toups, J.V., Fellous, J.M., Thomas, P.J., Sejnowski, T.J., Tiesinga, P.H. Multiple spike time patterns occur at bifurcation points of membrane potential dynamics. (2012) PLOS Computational Biology. 8(10):e1002615. DOI: 10.1371/journal.pcbi.1002615

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Catterall, W.A., Raman, I.M., Robinson, H.P., Sejnowski, T.J., Paulsen, O. The Hodgkin-Huxley heritage: from channels to circuits. (2012) Journal of Neuroscience. 32(41):14064-73. DOI: 10.1523/JNEUROSCI.3403-12.2012

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Nadkarni, S., Bartol, T.M., Stevens, C.F., Sejnowski, T.J., Levine, H. Short-term plasticity constrains spatial organization of a hippocampal presynaptic terminal. (2012) Proceedings of the National Academy of Sciences of the United States of America. 109(36):14657-62. DOI: 10.1073/pnas.1211971109

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Volman, V., Bazhenov, M., Sejnowski, T.J. Computational models of neuron-astrocyte interaction in epilepsy. (2012) Frontiers in Computational Neuroscience. 6:58. DOI: 10.3389/fncom.2012.00058

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Bonjean, M., Baker, T., Bazhenov, M., Cash, S., Halgren, E., Sejnowski, T. Interactions between core and matrix thalamocortical projections in human sleep spindle synchronization. (2012) Journal of Neuroscience. 32(15):5250-63. DOI: 10.1523/JNEUROSCI.6141-11.2012

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Tanaka, H., Krakauer, J.W., Sejnowski, T.J. Generalization and multirate models of motor adaptation. (2012) Neural Computation. 24(4):939-66. DOI: 10.1162/NECO_a_00262

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Ramirez-Moreno, D.F., Sejnowski, T.J. A computational model for the modulation of the prepulse inhibition of the acoustic startle reflex. (2012) Biol Cybern. 106(3):169-76. DOI: 10.1007/s00422-012-0485-7

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Powell, S.B., Sejnowski, T.J., Behrens, M.M. Behavioral and neurochemical consequences of cortical oxidative stress on parvalbumin-interneuron maturation in rodent models of schizophrenia. (2012) Neuropharmacology. 62(3):1322-31. DOI: 10.1016/j.neuropharm.2011.01.049

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Volman, V., Behrens, M.M., Sejnowski, T.J. Downregulation of parvalbumin at cortical GABA synapses reduces network gamma oscillatory activity. (2011) Journal of Neuroscience. 31(49):18137-48. DOI: 10.1523/JNEUROSCI.3041-11.2011

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Coggan, J.S., Ocker, G.K., Sejnowski, T.J., Prescott, S.A. Explaining pathological changes in axonal excitability through dynamical analysis of conductance-based models. (2011) J Neural Eng. 8(6):065002. DOI: 10.1088/1741-2560/8/6/065002

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Wei, H., Bonjean, M., Petry, H.M., Sejnowski, T.J., Bickford, M.E. Thalamic burst firing propensity: a comparison of the dorsal lateral geniculate and pulvinar nuclei in the tree shrew. (2011) Journal of Neuroscience. 31(47):17287-99. DOI: 10.1523/JNEUROSCI.6431-10.2011

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Brenner, S., Sejnowski, T.J. Understanding the human brain. (2011) Science. 334(6056):567. DOI: 10.1126/science.1215674


Volman, V., Sejnowski, T.J., Bazhenov, M. Topological basis of epileptogenesis in a model of severe cortical trauma. (2011) Journal of Neurophysiology. 106(4):1933-42. DOI: 10.1152/jn.00458.2011

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Yu, T., Sejnowski, T.J., Cauwenberghs, G. Biophysical Neural Spiking, Bursting, and Excitability Dynamics in Reconfigurable Analog VLSI. (2011) IEEE Trans Biomed Circuits Syst. 5(5):420-9. DOI: 10.1109/TBCAS.2011.2169794

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Volman, V., Bazhenov, M., Sejnowski, T.J. Pattern of trauma determines the threshold for epileptic activity in a model of cortical deafferentation. (2011) Proceedings of the National Academy of Sciences of the United States of America. 108(37):15402-7. DOI: 10.1073/pnas.1112066108

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Dang-Vu, T.T., Bonjean, M., Schabus, M., Boly, M., Darsaud, A., Desseilles, M., Degueldre, C., Balteau, E., Phillips, C., Luxen, A., Sejnowski, T.J., Maquet, P. Interplay between spontaneous and induced brain activity during human non-rapid eye movement sleep. (2011) Proceedings of the National Academy of Sciences of the United States of America. 108(37):15438-43. DOI: 10.1073/pnas.1112503108

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Toups, J.V., Fellous, J.M., Thomas, P.J., Sejnowski, T.J., Tiesinga, P.H. Finding the event structure of neuronal spike trains. (2011) Neural Computation. 23(9):2169-208. DOI: 10.1162/NECO_a_00173

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Bonjean, M., Baker, T., Lemieux, M., Timofeev, I., Sejnowski, T., Bazhenov, M. Corticothalamic feedback controls sleep spindle duration in vivo. (2011) Journal of Neuroscience. 31(25):9124-34. DOI: 10.1523/JNEUROSCI.0077-11.2011

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Romani, S., Sejnowski, T.J., Tsodyks, M. Intracellular dynamics of virtual place cells. (2011) Neural Computation. 23(3):651-5. DOI: 10.1162/NECO_a_00087

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Peterson, D.A., Lotz, D.T., Halgren, E., Sejnowski, T.J., Poizner, H. Choice modulates the neural dynamics of prediction error processing during rewarded learning. (2011) Neuroimage. 54(2):1385-94. DOI: 10.1016/j.neuroimage.2010.09.051

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Timofeev, I., Bazhenov, M., Seigneur, J., Sejnowski, T. Neocortical synchronization. (2010) Epilepsia. 51(Suppl 5):18. DOI: 10.1111/j.1528-1167.2010.02804.x

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Hill, E.S., Moore-Kochlacs, C., Vasireddi, S.K., Sejnowski, T.J., Frost, W.N. Validation of independent component analysis for rapid spike sorting of optical recording data. (2010) Journal of Neurophysiology. 104(6):3721-31. DOI: 10.1152/jn.00691.2010

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Sejnowski, T.J. Learning optimal strategies in complex environments. (2010) Proceedings of the National Academy of Sciences of the United States of America. 107(47):20151-2. DOI: 10.1073/pnas.1014954107


Coggan, J.S., Prescott, S.A., Bartol, T.M., Sejnowski, T.J. Imbalance of ionic conductances contributes to diverse symptoms of demyelination. (2010) Proceedings of the National Academy of Sciences of the United States of America. 107(48):20602-9. DOI: 10.1073/pnas.1013798107

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Tiesinga, P.H., Sejnowski, T.J. Mechanisms for Phase Shifting in Cortical Networks and their Role in Communication through Coherence. (2010) Frontiers in Human Neuroscience. 4:196. DOI: 10.3389/fnhum.2010.00196

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Nadkarni, S., Bartol, T.M., Sejnowski, T.J., Levine, H. Modelling vesicular release at hippocampal synapses. (2010) PLOS Computational Biology. 6(11):e1000983. DOI: 10.1371/journal.pcbi.1000983

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Volman, V., Levine, H., Sejnowski, T.J. Shunting inhibition controls the gain modulation mediated by asynchronous neurotransmitter release in early development. (2010) PLOS Computational Biology. 6(11):e1000973. DOI: 10.1371/journal.pcbi.1000973

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Sejnowski, T.J. QnAs with Terrence J. Sejnowski. [Interviewed by Prashant Nair]. (2010) Proceedings of the National Academy of Sciences of the United States of America. 107(48):20601. DOI: 10.1073/pnas.1015459107


Miller, K.J., Hermes, D., Honey, C.J., Sharma, M., Rao, R.P., den Nijs, M., Fetz, E.E., Sejnowski, T.J., Hebb, A.O., Ojemann, J.G., Makeig, S., Leuthardt, E.C. Dynamic modulation of local population activity by rhythm phase in human occipital cortex during a visual search task. (2010) Frontiers in Human Neuroscience. 4:197. DOI: 10.3389/fnhum.2010.00197

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Hao, J., Lee, T.W., Sejnowski, T.J. Speech Enhancement Using Gaussian Scale Mixture Models. (2010) IEEE Trans Audio Speech Lang Process. 18(6):1127-1136. DOI: 10.1109/TASL.2009.2030012

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Fröhlich, F., Sejnowski, T.J., Bazhenov, M. Network bistability mediates spontaneous transitions between normal and pathological brain states. (2010) Journal of Neuroscience. 30(32):10734-43. DOI: 10.1523/JNEUROSCI.1239-10.2010

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Hasenstaub, A., Otte, S., Callaway, E., Sejnowski, T.J. Metabolic cost as a unifying principle governing neuronal biophysics. (2010) Proceedings of the National Academy of Sciences of the United States of America. 107(27):12329-34. DOI: 10.1073/pnas.0914886107

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Nelson, J.D., McKenzie, C.R., Cottrell, G.W., Sejnowski, T.J. Experience matters: information acquisition optimizes probability gain. (2010) Psychol Sci. 21(7):960-9. DOI: 10.1177/0956797610372637

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Hao, J., Lee, I., Lee, T.W., Sejnowski, T.J. Independent vector analysis for source separation using a mixture of gaussians prior. (2010) Neural Computation. 22(6):1646-73. DOI: 10.1162/neco.2010.11-08-906

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Moldakarimov, S., Bazhenov, M., Sejnowski, T.J. Representation sharpening can explain perceptual priming. (2010) Neural Computation. 22(5):1312-32. DOI: 10.1162/neco.2009.04-09-999

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Modchang, C., Nadkarni, S., Bartol, T.M., Triampo, W., Sejnowski, T.J., Levine, H., Rappel, W.J. A comparison of deterministic and stochastic simulations of neuronal vesicle release models. (2010) Phys Biol. 7(2):026008. DOI: 10.1088/1478-3975/7/2/026008

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Wang, H.P., Spencer, D., Fellous, J.M., Sejnowski, T.J. Synchrony of thalamocortical inputs maximizes cortical reliability. (2010) Science. 328(5974):106-9. DOI: 10.1126/science.1183108

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Stiefel, K.M., Fellous, J.M., Thomas, P.J., Sejnowski, T.J. Intrinsic subthreshold oscillations extend the influence of inhibitory synaptic inputs on cortical pyramidal neurons. (2010) European Journal of Neuroscience. 31(6):1019-26. DOI: 10.1111/j.1460-9568.2010.07146.x

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Moldakarimov, S., Bazhenov, M., Sejnowski, T.J. Perceptual priming leads to reduction of gamma frequency oscillations. (2010) Proceedings of the National Academy of Sciences of the United States of America. 107(12):5640-5. DOI: 10.1073/pnas.0907525107

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Drion, G., Bonjean, M., Waroux, O., Scuvée-Moreau, J., Liégeois, J.F., Sejnowski, T.J., Sepulchre, R., Seutin, V. M-type channels selectively control bursting in rat dopaminergic neurons. (2010) European Journal of Neuroscience. 31(5):827-35. DOI: 10.1111/j.1460-9568.2010.07107.x

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Peterson, D.A., Sejnowski, T.J., Poizner, H. Convergent evidence for abnormal striatal synaptic plasticity in dystonia. (2010) Neurobiol. Dis. 37(3):558-73. DOI: 10.1016/j.nbd.2009.12.003

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Sejnowski, T.J. Consequences of non-uniform active currents in dendrites. (2009) Frontiers in Neuroscience. 3(3):332-3. DOI: 10.3389/neuro.01.038.2009


Volman, V., Levine, H., Ben-Jacob, E., Sejnowski, T.J. Locally balanced dendritic integration by short-term synaptic plasticity and active dendritic conductances. (2009) Journal of Neurophysiology. 102(6):3234-50. DOI: 10.1152/jn.00260.2009

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Tanaka, H., Sejnowski, T.J., Krakauer, J.W. Adaptation to visuomotor rotation through interaction between posterior parietal and motor cortical areas. (2009) Journal of Neurophysiology. 102(5):2921-32. DOI: 10.1152/jn.90834.2008

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Peterson, D.A., Elliott, C., Song, D.D., Makeig, S., Sejnowski, T.J., Poizner, H. Probabilistic reversal learning is impaired in Parkinson's disease. (2009) Neuroscience. 163(4):1092-101. DOI: 10.1016/j.neuroscience.2009.07.033

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Behrens, M.M., Sejnowski, T.J. Does schizophrenia arise from oxidative dysregulation of parvalbumin-interneurons in the developing cortex? (2009) Neuropharmacology. 57(3):193-200. DOI: 10.1016/j.neuropharm.2009.06.002

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Tiesinga, P., Sejnowski, T.J. Cortical enlightenment: are attentional gamma oscillations driven by ING or PING? (2009) Neuron. 63(6):727-32. DOI: 10.1016/j.neuron.2009.09.009

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Conner, J.M., Franks, K.M., Titterness, A.K., Russell, K., Merrill, D.A., Christie, B.R., Sejnowski, T.J., Tuszynski, M.H. NGF is essential for hippocampal plasticity and learning. (2009) Journal of Neuroscience. 29(35):10883-9. DOI: 10.1523/JNEUROSCI.2594-09.2009

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Makeig, S., Gramann, K., Jung, T.P., Sejnowski, T.J., Poizner, H. Linking brain, mind and behavior. (2009) Int J Psychophysiol. 73(2):95-100. DOI: 10.1016/j.ijpsycho.2008.11.008

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Destexhe, A., Sejnowski, T.J. The Wilson-Cowan model, 36 years later. (2009) Biol Cybern. 101(1):1-2. DOI: 10.1007/s00422-009-0328-3

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Meltzoff, A.N., Kuhl, P.K., Movellan, J., Sejnowski, T.J. Foundations for a new science of learning. (2009) Science. 325(5938):284-8. DOI: 10.1126/science.1175626

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Stiefel, K.M., Gutkin, B.S., Sejnowski, T.J. The effects of cholinergic neuromodulation on neuronal phase-response curves of modeled cortical neurons. (2009) Journal of Computational Neuroscience. 26(2):289-301. DOI: 10.1007/s10827-008-0111-9

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Schwartz, O., Sejnowski, T.J., Dayan, P. Perceptual organization in the tilt illusion. (2009) Journal of Vision. 9(4):19.1-20. DOI: 10.1167/9.4.19

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Bazhenov, M., Timofeev, I., Fröhlich, F., Sejnowski, T.J. Cellular and network mechanisms of electrographic seizures. (2009) Drug Discov Today Dis Models. 5(1):45-57. DOI: 10.1016/j.ddmod.2008.07.005

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Hao, J., Attias, H., Nagarajan, S., Lee, T.W., Sejnowski, T.J. Speech Enhancement, Gain, and Noise Spectrum Adaptation Using Approximate Bayesian Estimation. (2009) IEEE Trans Audio Speech Lang Process. 17(1):24-37. DOI: 10.1109/TASL.2008.2005342

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Stiefel, K.M., Gutkin, B.S., Sejnowski, T.J. Cholinergic neuromodulation changes phase response curve shape and type in cortical pyramidal neurons. (2008) PLOS One. 3(12):e3947. DOI: 10.1371/journal.pone.0003947

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Prescott, S.A., Sejnowski, T.J. Spike-rate coding and spike-time coding are affected oppositely by different adaptation mechanisms. (2008) Journal of Neuroscience. 28(50):13649-61. DOI: 10.1523/JNEUROSCI.1792-08.2008

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Prescott, S.A., Ratté, S., De Koninck, Y., Sejnowski, T.J. Pyramidal neurons switch from integrators in vitro to resonators under in vivo-like conditions. (2008) Journal of Neurophysiology. 100(6):3030-42. DOI: 10.1152/jn.90634.2008

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Fröhlich, F., Bazhenov, M., Iragui-Madoz, V., Sejnowski, T.J. Potassium dynamics in the epileptic cortex: new insights on an old topic. (2008) The Neuroscientist. 14(5):422-33. DOI: 10.1177/1073858408317955

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Kerr, R.A., Bartol, T.M., Kaminsky, B., Dittrich, M., Chang, J.C., Baden, S.B., Sejnowski, T.J., Stiles, J.R. FAST MONTE CARLO SIMULATION METHODS FOR BIOLOGICAL REACTION-DIFFUSION SYSTEMS IN SOLUTION AND ON SURFACES. (2008) SIAM Journal on Scientific Computing. 30(6):3126. DOI: 10.1137/070692017

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Prescott, S.A., De Koninck, Y., Sejnowski, T.J. Biophysical basis for three distinct dynamical mechanisms of action potential initiation. (2008) PLOS Computational Biology. 4(10):e1000198. DOI: 10.1371/journal.pcbi.1000198

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Lopreore, C.L., Bartol, T.M., Coggan, J.S., Keller, D.X., Sosinsky, G.E., Ellisman, M.H., Sejnowski, T.J. Computational modeling of three-dimensional electrodiffusion in biological systems: application to the node of Ranvier. (2008) Biophysical Journal. 95(6):2624-35. DOI: 10.1529/biophysj.108.132167

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Low, P.S., Shank, S.S., Sejnowski, T.J., Margoliash, D. Mammalian-like features of sleep structure in zebra finches. (2008) Proceedings of the National Academy of Sciences of the United States of America. 105(26):9081-6. DOI: 10.1073/pnas.0703452105

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Keller, D.X., Franks, K.M., Bartol, T.M., Sejnowski, T.J. Calmodulin activation by calcium transients in the postsynaptic density of dendritic spines. (2008) PLOS One. 3(4):e2045. DOI: 10.1371/journal.pone.0002045

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Finelli, L.A., Haney, S., Bazhenov, M., Stopfer, M., Sejnowski, T.J. Synaptic learning rules and sparse coding in a model sensory system. (2008) PLOS Computational Biology. 4(4):e1000062. DOI: 10.1371/journal.pcbi.1000062

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Fröhlich, F., Bazhenov, M., Sejnowski, T.J. Pathological effect of homeostatic synaptic scaling on network dynamics in diseases of the cortex. (2008) Journal of Neuroscience. 28(7):1709-20. DOI: 10.1523/JNEUROSCI.4263-07.2008

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Chen, E., Stiefel, K.M., Sejnowski, T.J., Bullock, T.H. Model of traveling waves in a coral nerve network. (2008) J. Comp. Physiol. A Neuroethol. Sens. Neural. Behav. Physiol. 194(2):195-200. DOI: 10.1007/s00359-007-0305-z

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Tiesinga, P., Fellous, J.M., Sejnowski, T.J. Regulation of spike timing in visual cortical circuits. (2008) Nature Reviews. Neuroscience. 9(2):97-107. DOI: 10.1038/nrn2315

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Englitz, B., Stiefel, K.M., Sejnowski, T.J. Irregular firing of isolated cortical interneurons in vitro driven by intrinsic stochastic mechanisms. (2008) Neural Computation. 20(1):44-64. DOI: 10.1162/neco.2008.20.1.44

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Vucinić, D., Sejnowski, T.J. A compact multiphoton 3D imaging system for recording fast neuronal activity. (2007) PLOS One. 2(8):e699. DOI: 10.1371/journal.pone.0000699

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Tour, O., Adams, S.R., Kerr, R.A., Meijer, R.M., Sejnowski, T.J., Tsien, R.W., Tsien, R.Y. Calcium Green FlAsH as a genetically targeted small-molecule calcium indicator. (2007) Nature Chemical Biology. 3(7):423-31. DOI: 10.1038/nchembio.2007.4

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Stiefel, K.M., Sejnowski, T.J. Mapping function onto neuronal morphology. (2007) Journal of Neurophysiology. 98(1):513-26. DOI: 10.1152/jn.00865.2006

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Wachtler, T., Doi, E., Lee, T., Sejnowski, T.J. Cone selectivity derived from the responses of the retinal cone mosaic to natural scenes. (2007) Journal of Vision. 7(8):6. DOI: 10.1167/7.8.6

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Mishra, J., Martinez, A., Sejnowski, T.J., Hillyard, S.A. Early cross-modal interactions in auditory and visual cortex underlie a sound-induced visual illusion. (2007) Journal of Neuroscience. 27(15):4120-31. DOI: 10.1523/JNEUROSCI.4912-06.2007

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Eagleman, D.M., Sejnowski, T.J. Motion signals bias localization judgments: a unified explanation for the flash-lag, flash-drag, flash-jump, and Frohlich illusions. (2007) Journal of Vision. 7(4):3. DOI: 10.1167/7.4.3

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Delorme, A., Sejnowski, T., Makeig, S. Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis. (2007) Neuroimage. 34(4):1443-9. DOI: 10.1016/j.neuroimage.2006.11.004

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Siegel, R.M., Duann, J.R., Jung, T.P., Sejnowski, T. Spatiotemporal dynamics of the functional architecture for gain fields in inferior parietal lobule of behaving monkey. (2007) Cerebral Cortex . 17(2):378-90. DOI: 10.1093/cercor/bhj155

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Schwartz, O., Sejnowski, T.J., Dayan, P. Soft mixer assignment in a hierarchical generative model of natural scene statistics. (2006) Neural Computation. 18(11):2680-718. DOI: 10.1162/neco.2006.18.11.2680

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Mishra, J., Fellous, J.M., Sejnowski, T.J. Selective attention through phase relationship of excitatory and inhibitory input synchrony in a model cortical neuron. (2006) Neural Networks. 19(9):1329-46. DOI: 10.1016/j.neunet.2006.08.005

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Prescott, S.A., Sejnowski, T.J., De Koninck, Y. Reduction of anion reversal potential subverts the inhibitory control of firing rate in spinal lamina I neurons: towards a biophysical basis for neuropathic pain. (2006) Mol Pain. 2:32. DOI: 10.1186/1744-8069-2-32

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Prescott, S.A., Ratté, S., De Koninck, Y., Sejnowski, T.J. Nonlinear interaction between shunting and adaptation controls a switch between integration and coincidence detection in pyramidal neurons. (2006) Journal of Neuroscience. 26(36):9084-97. DOI: 10.1523/JNEUROSCI.1388-06.2006

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Vucinić, D., Bartol, T.M., Sejnowski, T.J. Hybrid reflecting objectives for functional multiphoton microscopy in turbid media. (2006) Opt Lett. 31(16):2447-9.

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Anemüller, J., Duann, J.R., Sejnowski, T.J., Makeig, S. Spatio-temporal dynamics in fMRI recordings revealed with complex independent component analysis. (2006) Neurocomputing. 69(13-15):1502-1512. DOI: 10.1016/j.neucom.2005.12.029

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Fröhlich, F., Bazhenov, M., Timofeev, I., Steriade, M., Sejnowski, T.J. Slow state transitions of sustained neural oscillations by activity-dependent modulation of intrinsic excitability. (2006) Journal of Neuroscience. 26(23):6153-62. DOI: 10.1523/JNEUROSCI.5509-05.2006

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Sejnowski, T.J., Paulsen, O. Network oscillations: emerging computational principles. (2006) Journal of Neuroscience. 26(6):1673-6. DOI: 10.1523/JNEUROSCI.3737-05d.2006


Paulsen, O., Sejnowski, T.J. From invertebrate olfaction to human cognition: emerging computational functions of synchronized oscillatory activity. (2006) Journal of Neuroscience. 26(6):1661-2. DOI: 10.1523/JNEUROSCI.3737-05a.2006


Kerr, R.A., Levine, H., Sejnowski, T.J., Rappel, W.J. Division accuracy in a stochastic model of Min oscillations in Escherichia coli. (2006) Proceedings of the National Academy of Sciences of the United States of America. 103(2):347-52. DOI: 10.1073/pnas.0505825102

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Sample, P.A., Boden, C., Zhang, Z., Pascual, J., Lee, T.W., Zangwill, L.M., Weinreb, R.N., Crowston, J.G., Hoffmann, E.M., Medeiros, F.A., Sejnowski, T., Goldbaum, M. Unsupervised machine learning with independent component analysis to identify areas of progression in glaucomatous visual fields. (2005) Investigative Ophthalmology & Visual Science. 46(10):3684-92. DOI: 10.1167/iovs.04-1168

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Goldbaum, M.H., Sample, P.A., Zhang, Z., Chan, K., Hao, J., Lee, T.W., Boden, C., Bowd, C., Bourne, R., Zangwill, L., Sejnowski, T., Spinak, D., Weinreb, R.N. Using unsupervised learning with independent component analysis to identify patterns of glaucomatous visual field defects. (2005) Investigative Ophthalmology & Visual Science. 46(10):3676-83. DOI: 10.1167/iovs.04-1167

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Gillette, M.U., Sejnowski, T.J. Physiology. Biological clocks coordinately keep life on time. (2005) Science. 309(5738):1196-8. DOI: 10.1126/science.1111420


Prank, K., Schulze, E., Eckert, O., Nattkemper, T.W., Bettendorf, M., Maser-Gluth, C., Sejnowski, T.J., Grote, A., Penner, E., von Zur Mühlen, A., Brabant, G. Machine learning approaches for phenotype-genotype mapping: predicting heterozygous mutations in the CYP21B gene from steroid profiles. (2005) Eur. J. Endocrinol. 153(2):301-5. DOI: 10.1530/eje.1.01957

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Coggan, J.S., Bartol, T.M., Esquenazi, E., Stiles, J.R., Lamont, S., Martone, M.E., Berg, D.K., Ellisman, M.H., Sejnowski, T.J. Evidence for ectopic neurotransmission at a neuronal synapse. (2005) Science. 309(5733):446-51. DOI: 10.1126/science.1108239

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Fröhlich, F., Bazhenov, M., Timofeev, I., Sejnowski, T.J. Maintenance and termination of neocortical oscillations by dynamic modulation of intrinsic and synaptic excitability. (2005) Thalamus Relat Syst. 3(2):147-156. DOI: 10.1017/S147292880700015

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Houweling, A.R., Bazhenov, M., Timofeev, I., Steriade, M., Sejnowski, T.J. Homeostatic synaptic plasticity can explain post-traumatic epileptogenesis in chronically isolated neocortex. (2005) Cerebral Cortex . 15(6):834-45. DOI: 10.1093/cercor/bhh184

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Bazhenov, M., Stopfer, M., Sejnowski, T.J., Laurent, G. Fast odor learning improves reliability of odor responses in the locust antennal lobe. (2005) Neuron. 46(3):483-92. DOI: 10.1016/j.neuron.2005.03.022

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Duann, J.R., Jung, T.P., Makeig, S., Sejnowski, T. Repeated decompositions reveal the stability of infomax decomposition of fMRI data. (2005) Conf Proc IEEE Eng Med Biol Soc. 5:5324-7. DOI: 10.1109/IEMBS.2005.1615683

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Bowd, C., Medeiros, F.A., Zhang, Z., Zangwill, L.M., Hao, J., Lee, T.W., Sejnowski, T.J., Weinreb, R.N., Goldbaum, M.H. Relevance vector machine and support vector machine classifier analysis of scanning laser polarimetry retinal nerve fiber layer measurements. (2005) Investigative Ophthalmology & Visual Science. 46(4):1322-9. DOI: 10.1167/iovs.04-1122

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Lehky, S.R., Sejnowski, T.J., Desimone, R. Selectivity and sparseness in the responses of striate complex cells. (2005) Vision Research. 45(1):57-73. DOI: 10.1016/j.visres.2004.07.021

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Fuentealba, P., Timofeev, I., Bazhenov, M., Sejnowski, T.J., Steriade, M. Membrane bistability in thalamic reticular neurons during spindle oscillations. (2005) Journal of Neurophysiology. 93(1):294-304. DOI: 10.1152/jn.00552.2004

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Sejnowski, T.J. In memoriam: Francis H.C. Crick. (2004) Neuron. 43(5):619-21. DOI: 10.1016/j.neuron.2004.08.022


Zangwill, L.M., Chan, K., Bowd, C., Hao, J., Lee, T.W., Weinreb, R.N., Sejnowski, T.J., Goldbaum, M.H. Heidelberg retina tomograph measurements of the optic disc and parapapillary retina for detecting glaucoma analyzed by machine learning classifiers. (2004) Investigative Ophthalmology & Visual Science. 45(9):3144-51. DOI: 10.1167/iovs.04-0202

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Bazhenov, M., Timofeev, I., Steriade, M., Sejnowski, T.J. Potassium model for slow (2-3 Hz) in vivo neocortical paroxysmal oscillations. (2004) Journal of Neurophysiology. 92(2):1116-32. DOI: 10.1152/jn.00529.2003

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Sample, P.A., Chan, K., Boden, C., Lee, T.W., Blumenthal, E.Z., Weinreb, R.N., Bernd, A., Pascual, J., Hao, J., Sejnowski, T., Goldbaum, M.H. Using unsupervised learning with variational bayesian mixture of factor analysis to identify patterns of glaucomatous visual field defects. (2004) Investigative Ophthalmology & Visual Science. 45(8):2596-605. DOI: 10.1167/iovs.03-0343

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Shon, A.P., Rao, R.P., Sejnowski, T.J. Motion detection and prediction through spike-timing dependent plasticity. (2004) Network. 15(3):179-98.

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Tiesinga, P.H., Fellous, J.M., Salinas, E., José, J.V., Sejnowski, T.J. Inhibitory synchrony as a mechanism for attentional gain modulation. (2004) Journal of Physiology, Paris. 98(4-6):296-314. DOI: 10.1016/j.jphysparis.2005.09.002

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Fuentealba, P., Crochet, S., Timofeev, I., Bazhenov, M., Sejnowski, T.J., Steriade, M. Experimental evidence and modeling studies support a synchronizing role for electrical coupling in the cat thalamic reticular neurons in vivo. (2004) European Journal of Neuroscience. 20(1):111-9. DOI: 10.1111/j.1460-9568.2004.03462.x

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Bowd, C., Zangwill, L.M., Medeiros, F.A., Hao, J., Chan, K., Lee, T.W., Sejnowski, T.J., Goldbaum, M.H., Sample, P.A., Crowston, J.G., Weinreb, R.N. Confocal scanning laser ophthalmoscopy classifiers and stereophotograph evaluation for prediction of visual field abnormalities in glaucoma-suspect eyes. (2004) Investigative Ophthalmology & Visual Science. 45(7):2255-62.

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Schwartz, O., Movellan, J.R., Wachtler, T., Albright, T.D., Sejnowski, T.J. Spike count distributions, factorizability, and contextual effects in area V1. (2004) Neurocomputing. 58-60:893-900. DOI: 10.1016/j.neucom.2004.01.143

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Arnold, M., Sejnowski, T., Hammerstrom, D., Jabri, M. Neural systems integration. (2004) Neurocomputing. 58-60:1123-1128. DOI: 10.1016/j.neucom.2004.01.176

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Makeig, S., Delorme, A., Westerfield, M., Jung, T.P., Townsend, J., Courchesne, E., Sejnowski, T.J. Electroencephalographic brain dynamics following manually responded visual targets. (2004) PLOS Biology. 2(6):e176. DOI: 10.1371/journal.pbio.0020176

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Tiesinga, P.H., Fellous, J.M., Salinas, E., José, J.V., Sejnowski, T.J. Synchronization as a mechanism for attentional gain modulation. (2004) Neurocomputing. 58-60:641-646. DOI: 10.1016/j.neucom.2004.01.108

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Yates, P.A., Holub, A.D., McLaughlin, T., Sejnowski, T.J., O'Leary, D.D. Computational modeling of retinotopic map development to define contributions of EphA-ephrinA gradients, axon-axon interactions, and patterned activity. (2004) Journal of Neurobiology. 59(1):95-113. DOI: 10.1002/neu.10341

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Eagleman, D.M., Jacobson, J.E., Sejnowski, T.J. Perceived luminance depends on temporal context. (2004) Nature. 428(6985):854-6. DOI: 10.1038/nature02467

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Fellous, J.M., Tiesinga, P.H., Thomas, P.J., Sejnowski, T.J. Discovering spike patterns in neuronal responses. (2004) Journal of Neuroscience. 24(12):2989-3001. DOI: 10.1523/JNEUROSCI.4649-03.2004

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Tiesinga, P.H., Sejnowski, T.J. Rapid temporal modulation of synchrony by competition in cortical interneuron networks. (2004) Neural Computation. 16(2):251-75. DOI: 10.1162/089976604322742029

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Schreiber, S., Fellous, J.M., Tiesinga, P., Sejnowski, T.J. Influence of ionic conductances on spike timing reliability of cortical neurons for suprathreshold rhythmic inputs. (2004) Journal of Neurophysiology. 91(1):194-205. DOI: 10.1152/jn.00556.2003

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Fellous, J.M., Sejnowski, T.J. Regulation of persistent activity by background inhibition in an in vitro model of a cortical microcircuit. (2003) Cerebral Cortex . 13(11):1232-41.

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Anemüller, J., Sejnowski, T.J., Makeig, S. Complex independent component analysis of frequency-domain electroencephalographic data. (2003) Neural Networks. 16(9):1311-23. DOI: 10.1016/j.neunet.2003.08.003

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Sejnowski, T. The computational self. (2003) Ann. N. Y. Acad. Sci. 1001:262-71.

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Destexhe, A., Sejnowski, T.J. Interactions between membrane conductances underlying thalamocortical slow-wave oscillations. (2003) Physiological Reviews. 83(4):1401-53. DOI: 10.1152/physrev.00012.2003

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Laughlin, S.B., Sejnowski, T.J. Communication in neuronal networks. (2003) Science. 301(5641):1870-4. DOI: 10.1126/science.1089662

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Eagleman, D.M., Sejnowski, T.J. The line-motion illusion can be reversed by motion signals after the line disappears. (2003) Perception. 32(8):963-8. DOI: 10.1068/p3314a

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Sejnowski, T.J. Perceptions of science. Tap into science 24-7. (2003) Science. 301(5633):601. DOI: 10.1126/science.1084463


Kretzberg, J., Sejnowski, T., Warzecha, A.K., Egelhaaf, M. Variability of postsynaptic responses depends non-linearly on the number of synaptic inputs. (2003) Neurocomputing. 52-54:313-320. DOI: 10.1016/S0925-2312(02)00797-X

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Schreiber, S., Fellous, J.M., Whitmer, D., Tiesinga, P., Sejnowski, T.J. A new correlation-based measure of spike timing reliability. (2003) Neurocomputing. 52-54:925-931. DOI: 10.1016/S0925-2312(02)00838-X

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Rao, R.P., Sejnowski, T.J. Self-organizing neural systems based on predictive learning. (2003) Philos Trans A Math Phys Eng Sci. 361(1807):1149-75. DOI: 10.1098/rsta.2003.1190

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Thomas, P.J., Tiesinga, P.H., Fellous, J.M., Sejnowski, T.J. Reliability and bifurcation in neurons driven by multiple sinusoids. (2003) Neurocomputing. 52-54:955-961. DOI: 10.1016/S0925-2312(02)00856-1

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Neubig, M., Destexhe, A., Sejnowski, T.J. Variability of quantal synaptic currents in thalamocortical neurons. (2003) Thalamus Relat Syst. 2(2):153-168. DOI: 10.1016/S1472-9288(03)00008-6

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Franks, K.M., Stevens, C.F., Sejnowski, T.J. Independent sources of quantal variability at single glutamatergic synapses. (2003) Journal of Neuroscience. 23(8):3186-95.

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Fellous, J.M., Rudolph, M., Destexhe, A., Sejnowski, T.J. Synaptic background noise controls the input/output characteristics of single cells in an in vitro model of in vivo activity. (2003) Neuroscience. 122(3):811-29.

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Wachtler, T., Sejnowski, T.J., Albright, T.D. Representation of color stimuli in awake macaque primary visual cortex. (2003) Neuron. 37(4):681-91.

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Doi, E., Inui, T., Lee, T.W., Wachtler, T., Sejnowski, T.J. Spatiochromatic receptive field properties derived from information-theoretic analyses of cone mosaic responses to natural scenes. (2003) Neural Computation. 15(2):397-417. DOI: 10.1162/089976603762552960

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Kreutz-Delgado, K., Murray, J.F., Rao, B.D., Engan, K., Lee, T.W., Sejnowski, T.J. Dictionary learning algorithms for sparse representation. (2003) Neural Computation. 15(2):349-96. DOI: 10.1162/089976603762552951

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Rao, R.P., Sejnowski, T.J. Complex Cell-like Direction Selectivity through Spike-Timing Dependent Plasticity. (2003) IETE Journal of Research. 49(2-3):97-111.

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Suri, R.E., Sejnowski, T.J. Spike propagation synchronized by temporally asymmetric Hebbian learning. (2002) Biol Cybern. 87(5-6):440-5. DOI: 10.1007/s00422-002-0355-9

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Franks, K.M., Sejnowski, T.J. Complexity of calcium signaling in synaptic spines. (2002) BioEssays. 24(12):1130-44. DOI: 10.1002/bies.10193

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Destexhe, A., Sejnowski, T.J. The initiation of bursts in thalamic neurons and the cortical control of thalamic sensitivity. (2002) Philos. Trans. R. Soc. Lond., B, Biol. Sci. 357(1428):1649-57. DOI: 10.1098/rstb.2002.1154

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Bartlett, M.S., Movellan, J.R., Sejnowski, T.J. Face recognition by independent component analysis. (2002) IEEE Trans Neural Netw. 13(6):1450-64. DOI: 10.1109/TNN.2002.804287

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Franks, K.M., Bartol, T.M., Sejnowski, T.J. A Monte Carlo model reveals independent signaling at central glutamatergic synapses. (2002) Biophysical Journal. 83(5):2333-48. DOI: 10.1016/S0006-3495(02)75248-X

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Bowd, C., Chan, K., Zangwill, L.M., Goldbaum, M.H., Lee, T.W., Sejnowski, T.J., Weinreb, R.N. Comparing neural networks and linear discriminant functions for glaucoma detection using confocal scanning laser ophthalmoscopy of the optic disc. (2002) Investigative Ophthalmology & Visual Science. 43(11):3444-54.

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Bazhenov, M., Timofeev, I., Steriade, M., Sejnowski, T.J. Model of thalamocortical slow-wave sleep oscillations and transitions to activated States. (2002) Journal of Neuroscience. 22(19):8691-704.

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Chan, K., Lee, T.W., Sample, P.A., Goldbaum, M.H., Weinreb, R.N., Sejnowski, T.J. Comparison of machine learning and traditional classifiers in glaucoma diagnosis. (2002) IEEE Trans Biomed Eng. 49(9):963-74. DOI: 10.1109/TBME.2002.802012

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Salinas, E., Sejnowski, T.J. Integrate-and-fire neurons driven by correlated stochastic input. (2002) Neural Computation. 14(9):2111-55. DOI: 10.1162/089976602320264024

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Chan, K., Lee, T.W., Sejnowski, T.J. Variational Learning of Clusters of Undercomplete Nonsymmetric Independent Components. (2002) J Mach Learn Res. 3:99-114.

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Lee, T.W., Wachtler, T., Sejnowski, T.J. Color opponency is an efficient representation of spectral properties in natural scenes. (2002) Vision Research. 42(17):2095-103.

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Sample, P.A., Goldbaum, M.H., Chan, K., Boden, C., Lee, T.W., Vasile, C., Boehm, A.G., Sejnowski, T., Johnson, C.A., Weinreb, R.N. Using machine learning classifiers to identify glaucomatous change earlier in standard visual fields. (2002) Investigative Ophthalmology & Visual Science. 43(8):2660-5.

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Houweling, A.R., Bazhenov, M., Timofeev, I., Grenier, F., Steriade, M., Sejnowski, T.J. Frequency-selective augmenting responses by short-term synaptic depression in cat neocortex. (2002) Journal of Physiology. 542(Pt 2):599-617.

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Tiesinga, P.H., Fellous, J.M., Sejnowski, T.J. Attractor reliability reveals deterministic structure in neuronal spike trains. (2002) Neural Computation. 14(7):1629-50. DOI: 10.1162/08997660260028647

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Timofeev, I., Grenier, F., Bazhenov, M., Houweling, A.R., Sejnowski, T.J., Steriade, M. Short- and medium-term plasticity associated with augmenting responses in cortical slabs and spindles in intact cortex of cats in vivo. (2002) Journal of Physiology. 542(Pt 2):583-98.

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Timofeev, I., Bazhenov, M., Sejnowski, T., Steriade, M. Cortical hyperpolarization-activated depolarizing current takes part in the generation of focal paroxysmal activities. (2002) Proceedings of the National Academy of Sciences of the United States of America. 99(14):9533-7. DOI: 10.1073/pnas.132259899

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Eagleman, D.M., Sejnowski, T.J. Untangling spatial from temporal illusions. (2002) Trends in Neurosciences. 25(6):293; author reply 294.


Wiskott, L., Sejnowski, T.J. Slow feature analysis: unsupervised learning of invariances. (2002) Neural Computation. 14(4):715-70. DOI: 10.1162/089976602317318938

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Duann, J.R., Jung, T.P., Kuo, W.J., Yeh, T.C., Makeig, S., Hsieh, J.C., Sejnowski, T.J. Single-trial variability in event-related BOLD signals. (2002) Neuroimage. 15(4):823-35. DOI: 10.1006/nimg.2001.1049

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Tiesinga, P.H., Fellous, J.M., José, J.V., Sejnowski, T.J. Information transfer in entrained cortical neurons. (2002) Network. 13(1):41-66.

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Makeig, S., Westerfield, M., Jung, T.P., Enghoff, S., Townsend, J., Courchesne, E., Sejnowski, T.J. Dynamic brain sources of visual evoked responses. (2002) Science. 295(5555):690-4. DOI: 10.1126/science.1066168

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Goldbaum, M.H., Sample, P.A., Chan, K., Williams, J., Lee, T.W., Blumenthal, E., Girkin, C.A., Zangwill, L.M., Bowd, C., Sejnowski, T., Weinreb, R.N. Comparing machine learning classifiers for diagnosing glaucoma from standard automated perimetry. (2002) Investigative Ophthalmology & Visual Science. 43(1):162-9.

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Flash, T., Sejnowski, T.J. Computational approaches to motor control. (2001) Current Opinion in Neurobiology. 11(6):655-62.

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Destexhe, A., Rudolph, M., Fellous, J.M., Sejnowski, T.J. Fluctuating synaptic conductances recreate in vivo-like activity in neocortical neurons. (2001) Neuroscience. 107(1):13-24.

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Jung, T.P., Makeig, S., Westerfield, M., Townsend, J., Courchesne, E., Sejnowski, T.J. Analysis and visualization of single-trial event-related potentials. (2001) Hum Brain Mapp. 14(3):166-85.

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Salinas, E., Sejnowski, T.J. Gain modulation in the central nervous system: where behavior, neurophysiology, and computation meet. (2001) The Neuroscientist. 7(5):430-40. DOI: 10.1177/107385840100700512

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Rao, R.P., Sejnowski, T.J. Predictive learning of temporal sequences in recurrent neocortical circuits. (2001) Novartis Found. Symp. 239:208-29; discussion 229-40.

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Salinas, E., Sejnowski, T.J. Correlated neuronal activity and the flow of neural information. (2001) Nature Reviews. Neuroscience. 2(8):539-50. DOI: 10.1038/35086012


Jung, T.P., Makeig, S., McKeown, M.J., Bell, A.J., Lee, T.W., Sejnowski, T.J. Imaging Brain Dynamics Using Independent Component Analysis. (2001) Proceedings of the IEEE. Institute of Electrical and Electronics Engineers. 89(7):1107-1122. DOI: 10.1109/5.939827

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Pouget, A., Sejnowski, T.J. Simulating a lesion in a basis function model of spatial representations: comparison with hemineglect. (2001) Psychol Rev. 108(3):653-73.

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Läer, L., Kloppstech, M., Schöfl, C., Sejnowski, T.J., Brabant, G., Prank, K. Noise enhanced hormonal signal transduction through intracellular calcium oscillations. (2001) Biophysical Chemistry. 91(2):157-66.

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Tiesinga, P.H., Fellous, J.M., José, J.V., Sejnowski, T.J. Computational model of carbachol-induced delta, theta, and gamma oscillations in the hippocampus. (2001) Hippocampus. 11(3):251-74. DOI: 10.1002/hipo.1041

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Zhang, K., Sejnowski, T.J. Accuracy and learning in neuronal populations. (2001) Progress in Brain Research. 130:333-42.


Rao, R.P., Eagleman, D.M., Sejnowski, T.J. Optimal smoothing in visual motion perception. (2001) Neural Computation. 13(6):1243-53.

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Tiesinga, P.H., Sejnowski, T.J. Precision of pulse-coupled networks of integrate-and-fire neurons. (2001) Network. 12(2):215-33.

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Bazhenov, M., Stopfer, M., Rabinovich, M., Abarbanel, H.D., Sejnowski, T.J., Laurent, G. Model of cellular and network mechanisms for odor-evoked temporal patterning in the locust antennal lobe. (2001) Neuron. 30(2):569-81.

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Bazhenov, M., Stopfer, M., Rabinovich, M., Huerta, R., Abarbanel, H.D., Sejnowski, T.J., Laurent, G. Model of transient oscillatory synchronization in the locust antennal lobe. (2001) Neuron. 30(2):553-67.

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Wachtler, T., Albright, T.D., Sejnowski, T.J. Nonlocal interactions in color perception: nonlinear processing of chromatic signals from remote inducers. (2001) Vision Research. 41(12):1535-46.

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Fellous, J.M., Houweling, A.R., Modi, R.H., Rao, R.P., Tiesinga, P.H., Sejnowski, T.J. Frequency dependence of spike timing reliability in cortical pyramidal cells and interneurons. (2001) Journal of Neurophysiology. 85(4):1782-7.

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Vissel, B., Royle, G.A., Christie, B.R., Schiffer, H.H., Ghetti, A., Tritto, T., Perez-Otano, I., Radcliffe, R.A., Seamans, J., Sejnowski, T., Wehner, J.M., Collins, A.C., O'Gorman, S., Heinemann, S.F. The role of RNA editing of kainate receptors in synaptic plasticity and seizures. (2001) Neuron. 29(1):217-27.

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Brown, G.D., Yamada, S., Sejnowski, T.J. Independent component analysis at the neural cocktail party. (2001) Trends in Neurosciences. 24(1):54-63.

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Wachtler, T., Lee, T.W., Sejnowski, T.J. Chromatic structure of natural scenes. (2001) J Opt Soc Am A Opt Image Sci Vis. 18(1):65-77.

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Seamans, J.K., Durstewitz, D., Christie, B.R., Stevens, C.F., Sejnowski, T.J. Dopamine D1/D5 receptor modulation of excitatory synaptic inputs to layer V prefrontal cortex neurons. (2001) Proceedings of the National Academy of Sciences of the United States of America. 98(1):301-6. DOI: 10.1073/pnas.011518798

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Tiesinga, P.H., José, J.V., Sejnowski, T.J. Comparison of current-driven and conductance-driven neocortical model neurons with Hodgkin-Huxley voltage-gated channels. (2000) Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics. 62(6 Pt B):8413-9.

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Sejnowski, T.J., Destexhe, A. Why do we sleep? (2000) Brain Research. 886(1-2):208-223.

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Makeig, S., Jung, T.P., Sejnowski, T.J. Awareness during drowsiness: dynamics and electrophysiological correlates. (2000) Can J Exp Psychol. 54(4):266-73.

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Christie, B.R., Franks, K.M., Seamans, J.K., Saga, K., Sejnowski, T.J. Synaptic plasticity in morphologically identified CA1 stratum radiatum interneurons and giant projection cells. (2000) Hippocampus. 10(6):673-83. DOI: 10.1002/1098-1063(2000)10:6<673::AID-HIPO1005>3.0.

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Timofeev, I., Grenier, F., Bazhenov, M., Sejnowski, T.J., Steriade, M. Origin of slow cortical oscillations in deafferented cortical slabs. (2000) Cerebral Cortex . 10(12):1185-99.

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Durstewitz, D., Seamans, J.K., Sejnowski, T.J. Neurocomputational models of working memory. (2000) Nature Neuroscience. 3 Suppl:1184-91. DOI: 10.1038/81460

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Jung, T.P., Makeig, S., Westerfield, M., Townsend, J., Courchesne, E., Sejnowski, T.J. Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects. (2000) Clin Neurophysiol. 111(10):1745-58.

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Bazhenov, M., Timofeev, I., Steriade, M., Sejnowski, T. Spiking-bursting activity in the thalamic reticular nucleus initiates sequences of spindle oscillations in thalamic networks. (2000) Journal of Neurophysiology. 84(2):1076-87.

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Salinas, E., Sejnowski, T.J. Impact of correlated synaptic input on output firing rate and variability in simple neuronal models. (2000) Journal of Neuroscience. 20(16):6193-209.

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Krekelberg, B., Lappe, M., Whitney, D., Cavanagh, P., Eagleman, D.M., Sejnowski, T.J. The position of moving objects. (2000) Science. 289(5482):1107a. DOI: 10.1126/science.289.5482.1107a


Makeig, S., Enghoff, S., Jung, T.P., Sejnowski, T.J. A natural basis for efficient brain-actuated control. (2000) IEEE Trans Rehabil Eng. 8(2):208-11.

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Zhang, K., Sejnowski, T.J. A universal scaling law between gray matter and white matter of cerebral cortex. (2000) Proceedings of the National Academy of Sciences of the United States of America. 97(10):5621-6. DOI: 10.1073/pnas.090504197

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Paulsen, O., Sejnowski, T.J. Natural patterns of activity and long-term synaptic plasticity. (2000) Current Opinion in Neurobiology. 10(2):172-9.

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Fellous, J.M., Sejnowski, T.J. Cholinergic induction of oscillations in the hippocampal slice in the slow (0.5-2 Hz), theta (5-12 Hz), and gamma (35-70 Hz) bands. (2000) Hippocampus. 10(2):187-97. DOI: 10.1002/(SICI)1098-1063(2000)10:2<187::AID-HIPO8>3

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Jung, T.P., Makeig, S., Humphries, C., Lee, T.W., McKeown, M.J., Iragui, V., Sejnowski, T.J. Removing electroencephalographic artifacts by blind source separation. (2000) Psychophysiology. 37(2):163-78.

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Eagleman, D.M., Sejnowski, T.J. Motion integration and postdiction in visual awareness. (2000) Science. 287(5460):2036-8.

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Durstewitz, D., Seamans, J.K., Sejnowski, T.J. Dopamine-mediated stabilization of delay-period activity in a network model of prefrontal cortex. (2000) Journal of Neurophysiology. 83(3):1733-50.

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Moortgat, K.T., Bullock, T.H., Sejnowski, T.J. Gap junction effects on precision and frequency of a model pacemaker network. (2000) Journal of Neurophysiology. 83(2):984-97.

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Moortgat, K.T., Bullock, T.H., Sejnowski, T.J. Precision of the pacemaker nucleus in a weakly electric fish: network versus cellular influences. (2000) Journal of Neurophysiology. 83(2):971-83.

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Lewicki, M.S., Sejnowski, T.J. Learning overcomplete representations. (2000) Neural Computation. 12(2):337-65.

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Murthy, V.N., Sejnowski, T.J., Stevens, C.F. Dynamics of dendritic calcium transients evoked by quantal release at excitatory hippocampal synapses. (2000) Proceedings of the National Academy of Sciences of the United States of America. 97(2):901-6.

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Sejnowski, T.J. The book of Hebb. (1999) Neuron. 24(4):773-6.


van Praag, H., Christie, B.R., Sejnowski, T.J., Gage, F.H. Running enhances neurogenesis, learning, and long-term potentiation in mice. (1999) Proceedings of the National Academy of Sciences of the United States of America. 96(23):13427-31.

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McKeown, M.J., Humphries, C., Iragui, V., Sejnowski, T.J. Spatially fixed patterns account for the spike and wave features in absence seizures. (1999) Brain Topogr. 12(2):107-16.

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Donato, G., Bartlett, M.S., Hager, J.C., Ekman, P., Sejnowski, T.J. Classifying Facial Actions. (1999) IEEE Trans Pattern Anal Mach Intell. 21(10):974. DOI: 10.1109/34.799905

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Lehky, S.R., Sejnowski, T.J. Seeing white: Qualia in the context of decoding population codes. (1999) Neural Computation. 11(6):1261-80.

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Makeig, S., Westerfield, M., Townsend, J., Jung, T.P., Courchesne, E., Sejnowski, T.J. Functionally independent components of early event-related potentials in a visual spatial attention task. (1999) Philos. Trans. R. Soc. Lond., B, Biol. Sci. 354(1387):1135-44. DOI: 10.1098/rstb.1999.0469

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Zhang, K., Sejnowski, T.J. A theory of geometric constraints on neural activity for natural three-dimensional movement. (1999) Journal of Neuroscience. 19(8):3122-45.

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Makeig, S., Westerfield, M., Jung, T.P., Covington, J., Townsend, J., Sejnowski, T.J., Courchesne, E. Functionally independent components of the late positive event-related potential during visual spatial attention. (1999) Journal of Neuroscience. 19(7):2665-80.

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Bartlett, M.S., Hager, J.C., Ekman, P., Sejnowski, T.J. Measuring facial expressions by computer image analysis. (1999) Psychophysiology. 36(2):253-63.

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Bazhenov, M., Timofeev, I., Steriade, M., Sejnowski, T.J. Self-sustained rhythmic activity in the thalamic reticular nucleus mediated by depolarizing GABAA receptor potentials. (1999) Nature Neuroscience. 2(2):168-74. DOI: 10.1038/5729

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Lee, T.W., Girolami, M., Sejnowski, T.J. Independent component analysis using an extended infomax algorithm for mixed subgaussian and supergaussian sources. (1999) Neural Computation. 11(2):417-41.

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Ernst, U., Pawelzik, K., Tsodyks, M., Sejnowski, T.J. Relation between retinotopical and orientation maps in visual cortex. (1999) Neural Computation. 11(2):375-9.

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Zhang, K., Sejnowski, T.J. Neuronal tuning: To sharpen or broaden? (1999) Neural Computation. 11(1):75-84.

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Destexhe, A., McCormick, D.A., Sejnowski, T.J. Thalamic and thalamocortical mechanisms underlying 3 Hz spike-and-wave discharges. (1999) Progress in Brain Research. 121:289-307.


Pouget, A., Deneve, S., Sejnowski, T.J. Frames of reference in hemineglect: a computational approach. (1999) Progress in Brain Research. 121:81-97.


McKeown, M.J., Sejnowski, T.J. Independent component analysis of fMRI data: examining the assumptions. (1998) Hum Brain Mapp. 6(5-6):368-72.

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McKeown, M.J., Humphries, C., Achermann, P., Borbély, A.A., Sejnowski, T.J. A new method for detecting state changes in the EEG: exploratory application to sleep data. (1998) Journal of Sleep Research. 7 Suppl 1:48-56.

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Bartlett, M.S., Sejnowski, T.J. Learning viewpoint-invariant face representations from visual experience in an attractor network. (1998) Network. 9(3):399-417.

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Bazhenov, M., Timofeev, I., Steriade, M., Sejnowski, T.J. Computational models of thalamocortical augmenting responses. (1998) Journal of Neuroscience. 18(16):6444-65.

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McKeown, M.J., Makeig, S., Brown, G.G., Jung, T.P., Kindermann, S.S., Bell, A.J., Sejnowski, T.J. Analysis of fMRI data by blind separation into independent spatial components. (1998) Hum Brain Mapp. 6(3):160-88.

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Lin, J.K., Pawelzik, K., Ernst, U., Sejnowski, T.J. Irregular synchronous activity in stochastically-coupled networks of integrate-and-fire neurons. (1998) Network. 9(3):333-44.

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Sejnowski, T.J. Neurobiology. Making smooth moves. (1998) Nature. 394(6695):725-6. DOI: 10.1038/29404


Bazhenov, M., Timofeev, I., Steriade, M., Sejnowski, T.J. Cellular and network models for intrathalamic augmenting responses during 10-Hz stimulation. (1998) Journal of Neurophysiology. 79(5):2730-48.

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Gray, M.S., Pouget, A., Zemel, R.S., Nowlan, S.J., Sejnowski, T.J. Reliable disparity estimation through selective integration. (1998) Visual Neuroscience. 15(3):511-28.

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Moortgat, K.T., Keller, C.H., Bullock, T.H., Sejnowski, T.J. Submicrosecond pacemaker precision is behaviorally modulated: the gymnotiform electromotor pathway. (1998) Proceedings of the National Academy of Sciences of the United States of America. 95(8):4684-9.

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Zhang, K., Ginzburg, I., McNaughton, B.L., Sejnowski, T.J. Interpreting neuronal population activity by reconstruction: unified framework with application to hippocampal place cells. (1998) Journal of Neurophysiology. 79(2):1017-44.

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McKeown, M.J., Jung, T.P., Makeig, S., Brown, G., Kindermann, S.S., Lee, T.W., Sejnowski, T.J. Spatially independent activity patterns in functional MRI data during the stroop color-naming task. (1998) Proceedings of the National Academy of Sciences of the United States of America. 95(3):803-10.

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Zemel, R.S., Sejnowski, T.J. A model for encoding multiple object motions and self-motion in area MST of primate visual cortex. (1998) Journal of Neuroscience. 18(1):531-47.

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Berns, G.S., Sejnowski, T.J. A computational model of how the basal ganglia produce sequences. (1998) Journal of Cognitive Neuroscience. 10(1):108-21.

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Quartz, S.R., Sejnowski, T.J. The neural basis of cognitive development: a constructivist manifesto. (1997) Behavioral and Brain Sciences. 20(4):537-56; discussion 556-96.

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Bell, A.J., Sejnowski, T.J. The "independent components" of natural scenes are edge filters. (1997) Vision Research. 37(23):3327-38.

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Pouget, A., Sejnowski, T.J. A new view of hemineglect based on the response properties of parietal neurones. (1997) Philos. Trans. R. Soc. Lond., B, Biol. Sci. 352(1360):1449-59. DOI: 10.1098/rstb.1997.0131

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Tang, A.C., Bartels, A.M., Sejnowski, T.J. Effects of cholinergic modulation on responses of neocortical neurons to fluctuating input. (1997) Cerebral Cortex . 7(6):502-9.

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Makeig, S., Jung, T.P., Bell, A.J., Ghahremani, D., Sejnowski, T.J. Blind separation of auditory event-related brain responses into independent components. (1997) Proceedings of the National Academy of Sciences of the United States of America. 94(20):10979-84.

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Ritz, R., Sejnowski, T.J. Synchronous oscillatory activity in sensory systems: new vistas on mechanisms. (1997) Current Opinion in Neurobiology. 7(4):536-46.

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Spitzer, N.C., Sejnowski, T.J. Biological information processing: bits of progress. (1997) Science. 277(5329):1060-1.


Tsodyks, M.V., Skaggs, W.E., Sejnowski, T.J., McNaughton, B.L. Paradoxical effects of external modulation of inhibitory interneurons. (1997) Journal of Neuroscience. 17(11):4382-8.

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Murthy, V.N., Sejnowski, T.J., Stevens, C.F. Heterogeneous release properties of visualized individual hippocampal synapses. (1997) Neuron. 18(4):599-612.

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Pouget, A., Sejnowski, T.J. Spatial transformations in the parietal cortex using basis functions. (1997) Journal of Cognitive Neuroscience. 9(2):222-37. DOI: 10.1162/jocn.1997.9.2.222

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Contreras, D., Destexhe, A., Sejnowski, T.J., Steriade, M. Spatiotemporal patterns of spindle oscillations in cortex and thalamus. (1997) Journal of Neuroscience. 17(3):1179-96.

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Sejnowski, T.J. The year of the dendrite. (1997) Science. 275(5297):178-9.


Jung, T.P., Makeig, S., Stensmo, M., Sejnowski, T.J. Estimating alertness from the EEG power spectrum. (1997) IEEE Trans Biomed Eng. 44(1):60-9. DOI: 10.1109/10.553713

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Contreras, D., Destexhe, A., Sejnowski, T.J., Steriade, M. Control of spatiotemporal coherence of a thalamic oscillation by corticothalamic feedback. (1996) Science. 274(5288):771-4.

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Destexhe, A., Bal, T., McCormick, D.A., Sejnowski, T.J. Ionic mechanisms underlying synchronized oscillations and propagating waves in a model of ferret thalamic slices. (1996) Journal of Neurophysiology. 76(3):2049-70.

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Sejnowski, T.J. Synapses get smarter. (1996) Nature. 382(6594):759-60. DOI: 10.1038/382759a0


Prank, K., Kloppstech, M., Nowlan, S.J., Sejnowski, T.J., Brabant, G. Random Secretion of Growth Hormone in Humans. (1996) Phys. Rev. Lett. 77(9):1909-1911. DOI: 10.1103/PhysRevLett.77.1909


Mainen, Z.F., Sejnowski, T.J. Influence of dendritic structure on firing pattern in model neocortical neurons. (1996) Nature. 382(6589):363-6. DOI: 10.1038/382363a0

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Prank, K., Kloppstech, M., Nowlan, S.J., Sejnowski, T.J., Brabant, G. Self-organized segmentation of time series: separating growth hormone secretion in acromegaly from normal controls. (1996) Biophysical Journal. 70(6):2540-7. DOI: 10.1016/S0006-3495(96)79825-9

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Tsodyks, M.V., Skaggs, W.E., Sejnowski, T.J., McNaughton, B.L. Population dynamics and theta rhythm phase precession of hippocampal place cell firing: a spiking neuron model. (1996) Hippocampus. 6(3):271-80. DOI: 10.1002/(SICI)1098-1063(1996)6:3<271::AID-HIPO5

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Bell, A.J., Sejnowski, T.J. Learning the higher-order structure of a natural sound. (1996) Network. 7(2):261-7. DOI: 10.1088/0954-898X/7/2/005

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Montague, P.R., Dayan, P., Sejnowski, T.J. A framework for mesencephalic dopamine systems based on predictive Hebbian learning. (1996) Journal of Neuroscience. 16(5):1936-47.

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Lytton, W.W., Destexhe, A., Sejnowski, T.J. Control of slow oscillations in the thalamocortical neuron: a computer model. (1996) Neuroscience. 70(3):673-84.

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Destexhe, A., Contreras, D., Steriade, M., Sejnowski, T.J., Huguenard, J.R. In vivo, in vitro, and computational analysis of dendritic calcium currents in thalamic reticular neurons. (1996) Journal of Neuroscience. 16(1):169-85.

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Mainen, Z.F., Joerges, J., Huguenard, J.R., Sejnowski, T.J. A model of spike initiation in neocortical pyramidal neurons. (1995) Neuron. 15(6):1427-39.

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Gray, M.S., Lawrence, D.T., Golomb, B.A., Sejnowski, T.J. A perceptron reveals the face of sex. (1995) Neural Computation. 7(6):1160-4.


Bell, A.J., Sejnowski, T.J. An information-maximization approach to blind separation and blind deconvolution. (1995) Neural Computation. 7(6):1129-59.

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Destexhe, A., Sejnowski, T.J. G protein activation kinetics and spillover of gamma-aminobutyric acid may account for differences between inhibitory responses in the hippocampus and thalamus. (1995) Proceedings of the National Academy of Sciences of the United States of America. 92(21):9515-9.

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Montague, P.R., Dayan, P., Person, C., Sejnowski, T.J. Bee foraging in uncertain environments using predictive hebbian learning. (1995) Nature. 377(6551):725-8. DOI: 10.1038/377725a0

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Sejnowski, T.J. Neural networks. Sleep and memory. (1995) Current Biology. 5(8):832-4.

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Sejnowski, T.J. Pattern recognition. Time for a new neural code? (1995) Nature. 376(6535):21-2. DOI: 10.1038/376021a0


Mainen, Z.F., Sejnowski, T.J. Reliability of spike timing in neocortical neurons. (1995) Science. 268(5216):1503-6.

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Prank, K., Nowlan, S.J., Harms, H.M., Kloppstech, M., Brabant, G., Hesch, R.D., Sejnowski, T.J. Time series prediction of plasma hormone concentration. Evidence for differences in predictability of parathyroid hormone secretion between osteoporotic patients and normal controls. (1995) Journal of Clinical Investigation. 95(6):2910-9. DOI: 10.1172/JCI117998

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du Lac, S., Raymond, J.L., Sejnowski, T.J., Lisberger, S.G. Learning and memory in the vestibulo-ocular reflex. (1995) Annual Review of Neuroscience. 18:409-41. DOI: 10.1146/annurev.ne.18.030195.002205


Jester, J.M., Campbell, L.W., Sejnowski, T.J. Associative EPSP--spike potentiation induced by pairing orthodromic and antidromic stimulation in rat hippocampal slices. (1995) Journal of Physiology. 484 ( Pt 3:689-705.

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Nowlan, S.J., Sejnowski, T.J. A selection model for motion processing in area MT of primates. (1995) Journal of Neuroscience. 15(2):1195-214.

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Destexhe, A., Contreras, D., Sejnowski, T.J., Steriade, M. Modeling the control of reticular thalamic oscillations by neuromodulators. (1994) Neuroreport. 5(17):2217-20.

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Destexhe, A., Mainen, Z.F., Sejnowski, T.J. Synthesis of models for excitable membranes, synaptic transmission and neuromodulation using a common kinetic formalism. (1994) Journal of Computational Neuroscience. 1(3):195-230.

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Destexhe, A., Contreras, D., Sejnowski, T.J., Steriade, M. A model of spindle rhythmicity in the isolated thalamic reticular nucleus. (1994) Journal of Neurophysiology. 72(2):803-18.

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Bush, P.C., Sejnowski, T.J. Effects of inhibition and dendritic saturation in simulated neocortical pyramidal cells. (1994) Journal of Neurophysiology. 71(6):2183-93.

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Pouget, A., Sejnowski, T.J. A neural model of the cortical representation of egocentric distance. (1994) Cerebral Cortex. 4(3):314-29.

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Montague, P.R., Sejnowski, T.J. The predictive brain: temporal coincidence and temporal order in synaptic learning mechanisms. (1994) Learning & Memory. 1(1):1-33.

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Destexhe, A., McCormick, D.A., Sejnowski, T.J. A model for 8-10 Hz spindling in interconnected thalamic relay and reticularis neurons. (1993) Biophysical Journal. 65(6):2473-7. DOI: 10.1016/S0006-3495(93)81297-9

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Steriade, M., McCormick, D.A., Sejnowski, T.J. Thalamocortical oscillations in the sleeping and aroused brain. (1993) Science. 262(5134):679-85.

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Destexhe, A., Babloyantz, A., Sejnowski, T.J. Ionic mechanisms for intrinsic slow oscillations in thalamic relay neurons. (1993) Biophysical Journal. 65(4):1538-52. DOI: 10.1016/S0006-3495(93)81190-1

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Berns, G.S., Dayan, P., Sejnowski, T.J. A correlational model for the development of disparity selectivity in visual cortex that depends on prenatal and postnatal phases. (1993) Proceedings of the National Academy of Sciences of the United States of America. 90(17):8277-81.

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Lockery, S.R., Sejnowski, T.J. The computational leech. (1993) Trends in Neurosciences. 16(7):283-90.

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Lockery, S.R., Sejnowski, T.J. A lower bound on the detectability of nonassociative learning in the local bending reflex of the medicinal leech. (1993) Behav. Neural Biol. 59(3):208-24.

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Pouget, A., Fisher, S.A., Sejnowski, T.J. Egocentric spaw representation in early vision. (1993) Journal of Cognitive Neuroscience. 5(2):150-61. DOI: 10.1162/jocn.1993.5.2.150

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Bush, P.C., Sejnowski, T.J. Reduced compartmental models of neocortical pyramidal cells. (1993) Journal of Neuroscience Methods. 46(2):159-66.

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Lisberger, S.G., Sejnowski, T.J. Motor learning in a recurrent network model based on the vestibulo-ocular reflex. (1992) Nature. 360(6400):159-61. DOI: 10.1038/360159a0

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Lockery, S.R., Sejnowski, T.J. Distributed processing of sensory information in the leech. III. A dynamical neural network model of the local bending reflex. (1992) Journal of Neuroscience. 12(10):3877-95.

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Lehky, S.R., Sejnowski, T.J., Desimone, R. Predicting responses of nonlinear neurons in monkey striate cortex to complex patterns. (1992) Journal of Neuroscience. 12(9):3568-81.

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Lytton, W.W., Sejnowski, T.J. Computer model of ethosuximide's effect on a thalamic neuron. (1992) Ann. Neurol. 32(2):131-9. DOI: 10.1002/ana.410320204

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Sejnowski, T.J. Models of vision. (1992) Science. 257(5070):687-8. DOI: 10.1126/science.257.5070.687


Wathey, J.C., Lytton, W.W., Jester, J.M., Sejnowski, T.J. Computer simulations of EPSP-spike (E-S) potentiation in hippocampal CA1 pyramidal cells. (1992) Journal of Neuroscience. 12(2):607-18.

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Holliday, J., Adams, R.J., Sejnowski, T.J., Spitzer, N.C. Calcium-induced release of calcium regulates differentiation of cultured spinal neurons. (1991) Neuron. 7(5):787-96.

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Lytton, W.W., Sejnowski, T.J. Simulations of cortical pyramidal neurons synchronized by inhibitory interneurons. (1991) Journal of Neurophysiology. 66(3):1059-79.

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Bush, P.C., Sejnowski, T.J. Simulations of a Reconstructed Cerebellar Purkinje Cell Based on Simplified Channel Kinetics. (1991) Neural Computation. 3(3):321-332. DOI: 10.1162/neco.1991.3.3.321

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Sejnowski, T.J. Neuroscience. Back together again. (1991) Nature. 352(6337):669-70. DOI: 10.1038/352669a0


Stanton, P.K., Chattarji, S., Sejnowski, T.J. 2-Amino-3-phosphonopropionic acid, an inhibitor of glutamate-stimulated phosphoinositide turnover, blocks induction of homosynaptic long-term depression, but not potentiation, in rat hippocampus. (1991) Neurosci. Lett. 127(1):61-6.

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Sejnowski, T.J. Synaptic mechanisms for long-term depression. (1991) Current Biology. 1(1):38-40.


Qian, N., Sejnowski, T.J. When is an inhibitory synapse effective? (1990) Proceedings of the National Academy of Sciences of the United States of America. 87(20):8145-9.

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Lehky, S.R., Sejnowski, T.J. Neural model of stereoacuity and depth interpolation based on a distributed representation of stereo disparity. (1990) Journal of Neuroscience. 10(7):2281-99.

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Lehky, S.R., Sejnowski, T.J. Neural network model of visual cortex for determining surface curvature from images of shaded surfaces. (1990) Proceedings of the Royal Society of London. Series B, Biological sciences. 240(1298):251-78.

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Lehky, S.R., Pouget, A., Sejnowski, T.J. Neural models of binocular depth perception. (1990) Cold Spring Harbor Symposia on Quantitative Biology. 55:765-77.


Chattarji, S., Stanton, P.K., Sejnowski, T.J. Commissural synapses, but not mossy fiber synapses, in hippocampal field CA3 exhibit associative long-term potentiation and depression. (1989) Brain Research. 495(1):145-50.

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Stanton, P.K., Sejnowski, T.J. Associative long-term depression in the hippocampus induced by hebbian covariance. (1989) Nature. 339(6221):215-8. DOI: 10.1038/339215a0

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Churchland, P.S., Sejnowski, T.J. Perspectives on cognitive neuroscience. (1988) Science. 242(4879):741-5.

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Sejnowski, T.J., Koch, C., Churchland, P.S. Computational neuroscience. (1988) Science. 241(4871):1299-306.

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Qian, N., Sejnowski, T.J. Predicting the secondary structure of globular proteins using neural network models. (1988) Journal of Molecular Biology. 202(4):865-84.

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Lehky, S.R., Sejnowski, T.J. Network model of shape-from-shading: neural function arises from both receptive and projective fields. (1988) Nature. 333(6172):452-4. DOI: 10.1038/333452a0

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Sejnowski, T.J. Neural populations revealed. (1988) Nature. 332(6162):308. DOI: 10.1038/332308a0


Kienker, P.K., Sejnowski, T.J., Hinton, G.E., Schumacher, L.E. Separating figure from ground with a parallel network. (1986) Perception. 15(2):197-216. DOI: 10.1068/p150197

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Ballard, D.H., Hinton, G.E., Sejnowski, T.J. Parallel visual computation. (1983) Nature. 306(5938):21-6.

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Kuffler, S.W., Sejnowski, T.J. Peptidergic and muscarinic excitation at amphibian sympathetic synapses. (1983) Journal of Physiology. 341:257-78.

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Sejnowski, T.J., Yodlowski, M.L. A freeze-fracture study of the skate electroreceptor. (1982) Journal of Neurocytology. 11(6):897-912.

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Sejnowski, T.J. Peptidergic synaptic transmission in sympathetic ganglia. (1982) Federation Proceedings. 41(13):2923-8.

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Paton, J.A., Kelley, D.B., Sejnowski, T.J., Yodlowski, M.L. Mapping the auditory central nervous system of Xenopus laevis with 2-deoxyglucose autoradiography. (1982) Brain Research. 249(1):15-22.


Reingold, S.C., Sejnowski, T.J., Gelperin, A., Kelley, D.B. [3H]-2-deoxyglucose autoradiography in a molluscan nervous system. (1981) Brain Research. 208(2):416-20.

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Sejnowski, T.J., Reingold, S.C., Kelley, D.B., Gelperin, A. Localization of[3H]-2-deoxyglucose in single molluscan neurones. (1980) Nature. 287(5781):449-51.

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Sejnowski, T.J. Statistical constraints on synaptic plasticity. (1977) Journal of Theoretical Biology. 69(2):385-9.


Sejnowski, T.J. Storing covariance with nonlinearly interacting neurons. (1977) Journal of Mathematical Biology. 4(4):303-21.

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Sejnowski, T.J. On the stochastic dynamics of neuronal interaction. (1976) Biological Cybernetics. 22(4):203-11.


Sejnowski, T.J. On global properties of neuronal interaction. (1976) Biol Cybern. 22(2):85-95.


Education

BS, Physics, Case Western Reserve University
PhD, Physics, Princeton University
Postdoctoral Fellow, Biology, Princeton; Neurobiology, Harvard Medical School


Affiliations


Awards & Honors

  • 2011 National Academy of Engineering
  • 2010 National Academy of Sciences
  • 2008 National Academy of Medicine
  • 2008 National Research Council of National Academies
  • 2006 American Association Advancement of Science Fellow
  • 2004 Francis Crick Chair funded by the J.W. Kieckhefer Foundation
  • 2003 Johns Hopkins Society of Scholars