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Topics in Neural Networks
Topics in Neural Networks
New Class Handouts
Click here
for the lecture notes on GMDH.
Click here
for the lecture notes on the Boltzmann Machine.
Click here
for the paper on Evolutionary and Genetic Algorithms.
Click here
for the paper "Function Optimization based on Advanced Simulated Annealing".
Click here
for the Simulated Annealing class assignment.
Click here
for the paper "Optimizing Neural Networks using Very Fast Simulated
Reannealing".
Old Class Handouts
Click here
for the Errata for the Fausett's Fundamentals of Neural Networks book.
Click here
for the Ensemble Neural Networks Paper.
Click here
for the first class assignment.
Click here
for the class syllabus.
Click here
for the class project handout.
Click here
for some class project ideas.
Click here
for information about the class presentations.
Lecture Notes
Click here
for lecture notes on chapter 1.
Click here
for lecture notes on chapter 2.
Click here
for lecture notes on chapter 3 and chapter 6.
Click here
for lecture notes on chapter 4.
Click here
for more lecture notes on chapter 3.
Click here
for lecture notes on the Hopfield networks from the Hertz Kroph book.
Click here
for lecture notes on the Generalized Regression Neural Networks.
Imporant Papers and Links
Click here
to go to the UTSA Neural Network Reading Group Home Page.
Click here
for a tutorial on gentic algorithms.
Click here
to go to the genetic programming home page.
Click here
to go to a list of neural network sites.
Click here
to goto the Neural Network Frequently asked questions list.
Click here
to goto the web page for advice on reading and writing papers.
Last Modified October 6 1996.