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
 LeastMeanSquare 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 HechtNielsen, 1990

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