Real-world visual input consists of rich scenes that are meaningfully composed of multiple objects that interact in complex but predictable ways. Despite this complexity, humans can recognize scenes ...

We show, based on the following three grounds, that the primary visual cortex (V1) is a biological direct-shortcut deep residual learning neural network (ResNet) for sparse visual processing: (1) We ...