EEE 443 Neural Networks

The structure of the brain. Learning in machines. Pattern recognition. Classification techniques. Linear classifiers. Basic Neuron. Modeling the single neuron. The perceptron. The multilayer perceptron. Kohonen self-organizing network. Hopfield network. Neural network classifiers. Adaptive resonance theory. Cellular neural networks. Credit units: 3 ECTS Credit units: 5, Prerequisite: EEE 321 or EEE 391.

Autumn Semester (Tolga Çukur)

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