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Shashwat Sridhar

2 accepted papers

2025

Learning to cluster neuronal function

NeurIPS 2025poster

Deep neural networks trained to predict neural activity from visual input and behaviour have shown great potential to serve as digital twins of the visual cortex. Per-neuron embeddings derived from these models could potentially be used to map the functional landscape or identify cell types. Howeve…

Cited by 0SourcecodeScholar
2024

Most discriminative stimuli for functional cell type clustering

ICLR 2024poster

Identifying cell types and understanding their functional properties is crucial for unraveling the mechanisms underlying perception and cognition. In the retina, functional types can be identified by carefully selected stimuli, but this requires expert domain knowledge and biases the procedure towar…