TY  - BOOK
AU  - Hagan,Martin T.
AU  - Demuth,Howard B.
AU  - Beale,Mark H.
TI  - Neural network design / 
SN  - 9812403760
U1  - 006.3   21
PY  - 1996///
CY  - Boston : 
PB  -  PWS Pub., 
KW  - Neural networks (Computer science)
N1  - Includes bibliographical references and index; Preface -- Introduction -- Neuron Model and Network Architectures -- Perceptron Learning Rule -- Signal and Weight Vector Spaces -- Linear Transformations for Neural Networks -- Supervised Hebbian Learning -- Performance Surfaces and Optimum Points -- Performance Optimization -- Widrow-Hoff Learning -- Backpropagation -- Variations on Backpropagation -- Associative Learning -- Competitive Networks -- Grossberg Network -- Adaptive Resonance Theory -- Stability -- Hopfield Network -- Epilogue
N2  - This guide to neural networks includes worked problems in each chapter, and supporting software demonstrations. The authors of this work also developed the neural networks toolbox (for MathWorks) and the fuzzy systems toolbox
ER  -