Mar 19, 2026  
2025-2026 Academic Catalog 
    
2025-2026 Academic Catalog [Archived Catalog]

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CSCI 437 - Neural Networks


Description
Introduces the fundamentals of neural networks and their applications. Topics include the McCulloch-Pitts neuron, pattern classification, Hebb networks, perceptrons, pattern association, and neural networks based on competition. Additional subjects include Adaptive Resonance Theory, backpropagation networks, and an overview of other neural network models.

Prerequisite(s)/Corequisite(s)
Prerequisite(s): CSCI 425.

Cr 3
Lec 3



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