TY - BOOK AU - Schalkoff,Robert J. TI - Artificial neural networks SN - 9780071155540 U1 - 006.3 PY - 1997/// CY - New York PB - McGraw-Hill KW - Neural networks (Computer science) N1 - Includes 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 N2 - Artificial Neural Networks brings together an identifiable core of ideas, techniques, and applications that characterize this emerging field. The text is intended for beginning graduate / advanced undergraduate students as well as practicing engineers and scientists UR - http://www.loc.gov/catdir/description/mh022/96049477.html UR - http://www.loc.gov/catdir/toc/mh022/96049477.html ER -