Neural networks : a comprehensive foundation /
Haykin, Simon S., 1931-
Neural networks : a comprehensive foundation / Simon Haykin. - New York : Toronto : New York : Macmillan ; Maxwell Macmillan Canada ; Maxwell Macmillan International, 1994. - xix, 696 p. : ill. ; 26 cm.
Bibliography: (pages 635-690) and index.
Introduction -- Learning process -- Correlation matrix memory -- The perceptron -- Least-mean-square algorithm -- Multilayer perceptrons -- Radial-basis function networks -- Recurrent networks rooted in statistical physics -- Self-organizing systems I: Hebbian learning -- Self-organizing systems II: Competitive learning -- Self-organizing systems III: Information-theoretic models -- Modular networks -- Temporal processing -- Neurodynamics -- VLSI implementations of neural networks.
0023527617
93028092
Neural networks (Computer science)
006.3
Neural networks : a comprehensive foundation / Simon Haykin. - New York : Toronto : New York : Macmillan ; Maxwell Macmillan Canada ; Maxwell Macmillan International, 1994. - xix, 696 p. : ill. ; 26 cm.
Bibliography: (pages 635-690) and index.
Introduction -- Learning process -- Correlation matrix memory -- The perceptron -- Least-mean-square algorithm -- Multilayer perceptrons -- Radial-basis function networks -- Recurrent networks rooted in statistical physics -- Self-organizing systems I: Hebbian learning -- Self-organizing systems II: Competitive learning -- Self-organizing systems III: Information-theoretic models -- Modular networks -- Temporal processing -- Neurodynamics -- VLSI implementations of neural networks.
0023527617
93028092
Neural networks (Computer science)
006.3