Reading Material
Handouts
- The material covered in class will be available in the form of
handouts which will be distributed in class. Extra copies of all handouts will be available in the handout
bin (file cabinet) in front of Packard 267.
Books
- The following books are on reserve in the Terman Engineering
Library:
- Neural Networks: A Comprehensive Foundation (2nd edition), Simon Haykin, 1998
- Adaptive Signal Processing, Bernard Widrow & Samuel
D. Stearns, 1985
- Adaptive Inverse Control, Bernard Widrow & Eugene
Walach, 1996
- Least-Mean-Square Adaptive Filters, Simon Haykin,
Bernard Widrow (editors), 2003
- Spectral Effects on the Rate of Convergence of the LMS
Adaptive Algorithm, Aaron Flores, 2006
- Interesting reads:
- On Intelligence, Jeff Hawkins, 2004
- The Mathematical Foundations of Learning Machines, Nils
Nilsson, 1990
- Principles of Neurodynamics: Perceptrons and the Theory of
Brain Mechanisms, Frank Rosenblatt, 1962
- Perceptrons: An Introduction to Computational Geometry,
Marvin Minsky & Seymour Papert, 1988
- Neurocomputing, Robert Hecht-Nielsen, 1990
Project Reports
- Cardiology:
Related papers
