External and internal representations appropriate for ART neural networks
Masud Cader, D. Benachenhou, Larry Medsker, Harold H Szu · 1990
In the design of current neural network models, three degrees of freedom exist:the adaptive learning rule, the firing rate transfer function describing neuron complexity, and the neural network interconnect topology.Once these are arranged into a computing system, a fourth degree --that of representing and interpolating the input signal with the internal knowledge representation -becomes