Neural networks : theory and applications / Richard J. Mammone, Yehoshua Y. Zeevi.

Other author Mammone, Richard J.
Other author Zeevi, Y. Y.
Other author Rutgers University. Center for Computer Aids for Industrial Productivity.
Format Book
Publication InfoBoston : Academic Press, ©1991.
Descriptionxv, 355 pages : illustrations ; 24 cm
Subjects
Neural networks (Computer science)

Contents Weightless neural tools : towards cognitive macrostructures / Igor Aleksander -- An estimation theoretic basis for the design of sorting and classification networks / R.W. Brockett -- A self-organizing ARTMAP neural architecture for supervised learning and pattern recognition / Gail A. Carpenter, Stephen Grossberg, John H. Reynolds -- Hybrid neural network architectures : equilibrium systems that pay attention / Leon N. Cooper -- Neural networks for internal representation of movements in primates and robots / Rolf Eckmiller, Nils Goerke and Jürgen Hakala -- Recognition and segmentation of characters in handwriting with selective attention / Kunihiko Fukushima and Taro Imagawa -- Adaptive acquisition of language / A.L. Gorin ... [et al.] -- What connectionist models learn : learning and representation in connectionist networks / Stephen José Hanson, David J. Burr.
Contents (Cont.) Early vision, focal attention, and neural nets / Bela Julesz -- Towards hierarchical matched filtering / Robert Hecht-Nielsen -- Some variations on training of recurrent networks / Gary M. Kuhn and Norman P. Herzberg -- Generalized perceptron networks with nonlinear discriminant functions / S.Y. Kung ... [et al.] -- Neural tree networks / Ananth Sankar and Richard J. Mammone -- Capabilities and training of feedforward nets / Eduardo D. Sontag -- A fast learning algorithm for multilayer neural network based on projection methods / Shu-jen Yeh, Henry Stark.
General note"In November 1990, the CAIP Center of Rutgers University organized and hosted a workshop."--Pref.
Bibliography noteIncludes bibliographical references and index.
LCCN 91002688
ISBN0124670504 (alk. paper)

Availability

Library Location Call Number Status Item Actions
Joyner General Stacks QA76.87 .N49 1991 ✔ Available Place Hold