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Dec 21, 2024
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2017-2018 Graduate Course Catalog [ARCHIVED CATALOG]
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CIS 731 - Artificial Neural NetwksCollege of Engineering and Computer Science
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.
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