Environmental monitoring has created a demand for electronic sensing systems that can be installed in a "set and forget" manner. To meet this demand, electronic sensing systems need be…
Professor Olshausen discusses the neural circuits thought to underly signal compression in the retina, and theories of attractor dynamics downstream in cortex that may underly perceptual inference.
In this talk, we offer an entirely “white box’’ interpretation of deep (convolution) networks from the perspective of data compression (and group invariance). In particular, we show…
