The course will be based on lecture notes and selected reading materials,
described in the Course
Schedule and made available.
Assigned readings as well as further recommended readings will include selected
parts of the following books. All are available at www.amazon.com,
or at the Fondren Library at Rice. You can also borrow my copies for short
periods of times. Copies of mandatory readings will be provided in class.
-
Simon Haykin: Neural Networks. A Comprehensive Foundation.
McMillan, New Jersey, 1999. (2nd Edition)
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Teuvo Kohonen: Self-organizing Maps (Springer Series in Information Sciences S.).
Springer-Verlag, 2001 (3rd Edition, ISBN: 3540679219)
Further literature referenced in class:
-
Frederick Ham and Ivica Kostanic: Principles of Neurocomputing
for Science & Engineering. McGraw-Hill, 2001.
A BibTeX list of articles referenced in class handouts will be made available.
Watch this page for updates!