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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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Bibliographic Details
Corporate Authors: International Workshop on Mathematical Physics Arnold Sommerfeld Institute); World Scientific (Firm)
Group Author: Pasemann, F. (Editor); Doebner, H. D. (Heinz Dietrich), 1931- (Editor)
Published: World Scientific Publishing Co. Pte Ltd.,
Publisher Address: Singapore :
Publication Dates: 1991.
Literature type: eBook
Language: English
Series: Series on neural networks ; v. 1
Subjects:
Neural networks (Computer science) > Congresses.
Mathematical physics > Congresses.
Electronic books.
Conference papers and proceedings.
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.

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