Topic: deep inverse network

The brain needs to process high-dimensional sensory information in order to control the non-linear dynamics of body movements. One view posits that it does so modularly with different brain regions solving specific and distinct objectives that can be studied quasi-independently (e.g. visual classification in the ventral visual stream or path integration in entorhinal-hippocampal circuit). However, it is unclear how these modular abstract objectives would emerge and how they give rise to coherent behavior executed through concrete actions. An alternative paradigm proposes that the brain holisti