Seminars

Abstract: Neuroscience and AI share a bottleneck: while one can build (artificial) or record (biological) complex networks, we struggle to explain their functional circuitry; i.e., how they compute. In this talk I use whole-brain recordings from C. elegans, a canonical neurobiological system, as a concrete testbed for “circuit interpretability.” I then introduce two complementary inference approaches… Read More »Neural Circuit Discovery via Representation and Dynamics by Savik Kinger