CIS 731 - Artificial Neural Netwks

3 credit(s)

Perceptions, capabilities and limitations. Supervised and unsupervised neural learning. Error back propagation and related algorithms. Hopfield model, feature maps, associative memory, simulated annealing, Boltzmann machines, and genetic algorithms. Complexity, capabilities, applications of neural networks.