Neurodynamics : proceedings of the 9th Summer Workshop on Mathematical Physics, Arnold Sommerfeld Institute for Mathematical Physics, Clausthal, 17-20 July 1990 /
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Corporate Authors: | ; |
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Group Author: | ; |
Published: |
World Scientific Publishing Co. Pte Ltd.,
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Publisher Address: | Singapore : |
Publication Dates: | 1991. |
Literature type: | eBook |
Language: | English |
Series: |
Series on neural networks ;
v. 1 |
Subjects: | |
Online Access: |
http://www.worldscientific.com/worldscibooks/10.1142/1526#t=toc |
Carrier Form: | 1 online resource (246 pages) : illustrations. |
Bibliography: | Includes bibliographical references. |
ISBN: | 9789814538244 |
Index Number: | QA76 |
CLC: | TP18-532 |
Contents: | Section 1: Dynamical Systems Analysis: Network Dynamics: Principles and Problems -- Description and Training of Neural Network Dynamics -- Neural Networks: Flexible Modelling, Mathematical Analysis, and Applications -- Equilibria, Periodicity, Bursting and Chaos in Neural Activity -- Neurodynamics -- Section 2: Statistical Performance Analysis: Temporal Association in Neural Networks with Transmission Delays: Dynamics and Statistical Physics -- Limit Points and Limit Cycles in Neural Nets with Nonlinear Synapses -- Deterministic Neuronal Nets: Examples -- Perceptron Learning by Constrained Optimization: The Ada Tron Algorithm -- Optimal Dilution of a Hopfield Network -- Two Sufficient Conditions for Convergence in Multilayer Perceptrons. |