Overview

The three volume set LNCS 4491/4492/4493 constitutes the refereed proceedings of the 4th International Symposium on Neural Networks, ISNN 2007, held in Nanjing, China in June 2007. The 262 revised long papers and 192 revised short papers presented were carefully reviewed and selected from a total of 1.975 submissions. The papers are organized in topical sections on neural fuzzy control, neural networks for control applications, adaptive dynamic programming and reinforcement learning, neural networks for nonlinear systems modeling, robotics, stability analysis of neural networks, learning and approximation, data mining and feature extraction, chaos and synchronization, neural fuzzy systems, training and learning algorithms for neural networks, neural network structures, neural networks for pattern recognition, SOMs, ICA/PCA, biomedical applications, feedforward neural networks, recurrent neural networks, neural networks for optimization, support vector machines, fault diagnosis/detection, communications and signal processing, image/video processing, and applications of neural networks.

Full Product Details

Author:   Derong Liu ,  Shumin Fei ,  Zeng-Guang Hou ,  Huaguang Zhang
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2007 ed.
Volume:   4491
Dimensions:   Width: 15.50cm , Height: 4.80cm , Length: 23.50cm
Weight:   2.142kg
ISBN:  

9783540723820

ISBN 10:   354072382
Pages:   1359
Publication Date:   24 May 2007
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of stock  
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Table of Contents

Neural Fuzzy Control.- Neural Networks for Control Applications.- Adaptive Dynamic Programming and Reinforcement Learning.- Neural Networks for Nonlinear Systems Modeling.- Robotics.- Stability Analysis of Neural Networks.- Learning and Approximation.- Learning and Approximation.

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