Equivariant Sparse Coding

Shewmake, C., Miolane, N., Olshausen, B. Geometric Science of Information. (Oral)

We describe a sparse coding model of visual cortex that encodes image transformations in an equivariant manner. We present results on time-varying visual scenes.