Apr 19, 2024  
2010-2011 Academic Catalog 
    
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2010-2011 Academic Catalog [Published Catalog]

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CSCE 427 - Introduction to Artificial Neural Networks

An introduction to basic concepts in the design, analysis, and application for computational neural networks. Mathematical models of biological neurons. Multilayer perceptrons backward error propagation. Hopfield networks and Boltzmann machines. Radial-basis function networks. Kohonen self-organizing feature maps. Adaptive Resonance Theory networks.
Prerequisites
Prerequisites: CSCE 210, MACT 231 and MACT 240.
When Offered
Offered Occasionally.
(3 cr.)


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