Dec 09, 2022  
UofM 2021-2022 Graduate Catalog 
    
UofM 2021-2022 Graduate Catalog [ARCHIVED CATALOG]

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EECE 7740 - Neural Networks

Credit Hours: (3)
(Same as COMP 7740 -COMP 8740 ) Description (Same as COMP 7740-8740). Learning algorithms for multilayer perceptrons, least-mean squares, back-propagation and its variants, cascade-correlation, other supervised learning algorithms; unsupervised methods, including Hebbian, competitive and reinforcement learning; applications to associative memories, combinatorial optimization, component analysis, function approximation, pattern classification; theory of neurodynamics, including equilibrium, stability, and computational power.



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