Habon A. Issa

High-dimensional population codes reveal interpretable and diverse features underlying visual perception

This work computationally extracts population codes from macaque electrophysiology datasets spanning V4 and IT cortex and vision models, introduces an automated method to measure representation interpretability and diversity, and demonstrates through targeted ablations that interpretable representations play a causal r...