Tatyana Sharpee receives NSF CAREER award
Tatyana Sharpee, an associate professor in the Computational Neurobiology Laboratory, has received a CAREER award from the National Science Foundation (NSF) to fund upcoming research in her lab. The CAREER award supports faculty who exemplify the role of teacher-scholars through outstanding research, excellent education and the integration of education and research within the context of the mission of their organizations.
Sharpee will receive $453,000 over the next five years to fund her study "Characterizing feature selectivity and invariance in deep neural architectures." In an effort to help elucidate the principles that make robust object recognition possible, she will explore how an organism's neurons are able to demonstrate both "invariance," which produces a similar response to the same object even when observed from different viewpoints, and "selectivity," which requires different responses to potentially similar objects. The results of her study will help reveal the common principles of sensory processing in the brain and may ultimately lead to improved designs of artificial recognition systems, including sensory prostheses.