EEE 543 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 multiplayer perceptron. Kohonen self-organizing network. Hopfield network. Neural network Classifiers. Adaptive resonance theory. Cellular neural network. Recent topics and developments in neural networks. Credit units: 3 ECTS Credit units: 7.5.

Autumn Semester (Tolga Çukur)

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