Activematch: End-To-End Semi-Supervised Active Representation Learning

Understanding sensory induced cortical patterns in the primary visual cortex $\v1$ is an important challenge both for physiological motivations and for improving our understanding of human perception and visual organisation. in this work, we focus on pattern formation in the visual cortex when the cortical activity is driven by a geometric visual hallucination-like stimulus. in particular, we present a theoretical framework for sensory induced hallucinations which allows one to reproduce novel psychophysical results such as the MacKay effect (Nature, 1961) and the Billock and Tsou experiences (PNAS, 2007).