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Neural Networks (0306483)
Time and Place
The lectures take place at Monday and Wednesday, 11:00-12:30 in 141D.
For office hours, please check my timetable.
Description (PDF)
Introduction
Simple Neural Nets for Pattern Classification
Pattern Association
Neural Networks Based on Competition
Backpropagation Neural Net
Adaptive Resonance Theory
References
Laurene Fausett, “Fundamentals of Neural Networks, Architecture, Algorithms, and Applications”, Prentice Hall, 1994.
Valluru Rao,” Neural Networks and Fuzzy Logic using C++”, BPB Pub., 1996.
Freeman J.A., “Neural Networks, algorithms, application and programming techniques”, Addison Wesley, 1992.
Simon Haykin, "Neural Networks: A Comprehensive Foundation", Prentice Hall, 1999.
Assignments
| Assignment Number | Date | Submission Deadline |
| Assignment #1 |
24 March 2004 |
14 April 2004 |
| Assignment #2 | 26 April 2004 | 6 May 2004 |
Examinations Spring 2002
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Last updated 1 April 2004.