ECE 5120: Artificial Neural Systems I. Cr. 4. Prereq: ECE 4330 or ME 5000. Introduction to the theory, architecture and application of artificial neural systems. Supervised, unsupervised and reinforcement learning in a single- and multiple-layer neural networks. Associative neural memory recording and retrieval dynamics. Self-organizing maps. Learning capacity and generalization.


NEWS!

Syllabus

Resources I

(Java demos, Matlab demos, text errata)

Assignments

Resources II

(Linear Algebra, Optimization, Taylor Series, and more)

Tests

Grades (Excel/Interactive)

Grades     (pdf)

 

 



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