Information Processing in Nets with Constant Synapses

Abstract

In this book, we attempt to construct an artificial vision system similar to the human brain which can perform complete image recognition tasks, ie. those which comprise feature detection, binding of features to objects, and object recognition. Similarity we see implemented by the usage of neurons and synapses as simply as possible, plus the restriction to only these: rejecting any adjunct of algorithms additional to the ones defining neurons and synapses.