Artificial neural networks /
Schalkoff, Robert J.
Artificial neural networks / Robert J. Schalkoff. - New York : McGraw-Hill, c1997. - xxi, 422 p. : ill. ; 25 cm. - McGraw-Hill series in computer science. .
Includes bibliographical references and index.
Overview: artificial neural networks and neural computing -- Mathematical fundamentals for ANN study -- Elementary ANN building blocks -- Single-unit mappings and the perceptron -- Introduction to neural mappings and pattern associator applications -- Feedforward networks and training: part 1 -- Feedforward networks, part 2: extensions and advanced topics -- Recurrent networks -- Competitive and self-organizing networks -- Radial basis function (RBF) networks and time delay neural networks (TDNNs) -- Fuzzy neural networks including fuzzy sets and logic and ANN implementations -- ANN hardware and implementation concerns.
007057118X
96049477
Neural networks (Computer science)
006.3
Artificial neural networks / Robert J. Schalkoff. - New York : McGraw-Hill, c1997. - xxi, 422 p. : ill. ; 25 cm. - McGraw-Hill series in computer science. .
Includes bibliographical references and index.
Overview: artificial neural networks and neural computing -- Mathematical fundamentals for ANN study -- Elementary ANN building blocks -- Single-unit mappings and the perceptron -- Introduction to neural mappings and pattern associator applications -- Feedforward networks and training: part 1 -- Feedforward networks, part 2: extensions and advanced topics -- Recurrent networks -- Competitive and self-organizing networks -- Radial basis function (RBF) networks and time delay neural networks (TDNNs) -- Fuzzy neural networks including fuzzy sets and logic and ANN implementations -- ANN hardware and implementation concerns.
007057118X
96049477
Neural networks (Computer science)
006.3