EC-7017

Neural Networks and Applications

Fundamental of Artificial neural networks, biological prototype, Single & Multilayer network Perceptrons, perception learning algorithm, Back propagation, applications, counter propagation, network structure, training the Cohen layer, Grossberg layer, applications, Statistical methods, Boltzman training, Cauchy training application to optimization problems Hopfield nets, Statistical Hopfield nets, Committee machine, Self-organization Map, various applications of ANN.