SMARTNET: a neural net with self-controlled learning

Abstract

We present a model of a neural network that can control its own learning process. Learning is based on a self-control mechanism. The network can quickly recognize whether or not a presented pattern is familiar to it and, if not, can quickly start learning it. We discuss here differentiation between recognition and recall, which is customary in human cognitive psychology.