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May 03, 2024
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2014-2015 UMass Dartmouth Graduate Catalog [Archived Catalog]
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ECE 677 - Neural NetworksCredits 3 Theory of neural networks. Topics include learning models, single and multilayer perceptions, LMS algorithm, back propagation algorithms, radial basis function networks, Hopfield networks and Boltzman machine, self-organizing systems including Hebbian learning, Kohonen feature map algorithm, temporal processing neural networks, biological neural networks, and VLSI implementation. Graded
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