ECGR 6266 - Neural Networks Theory and Design

Credit Hours: (3)

Topics include: Neural network model and network architectures; single layers, multiple layers network, perceptron learning rules; supervised Hebbian learning; performance optimization; Widrow Hoff learning; backpropagation; associative learning; competitive learning; Grossberg network; Hopfield network; application of neural network.