Ankit Sharma

Do Latent Representations of Deep Visual Architectures Follow the Population Manifold Hypothesis of the Primate AIT Cortex?

In computational neuroscience, the statistical nature of primate visual responses has long served as a benchmark for efficient coding. Specifically, previous works demonstrated that in the primate Anterior Inferotemporal (AIT) cortex, population sparseness $(S_{p})$ significantly exceeds single-neuron sparseness $\left...