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This volume presents applications of mathematical techniques for modelling and performance analysis of neural networks. The collection of articles is motivated by the observation that the theory of neural network dynamics, ie neurodynamics, still has to be given a thorough mathematical foundation. Therefore, the volume comprises research work on different mathematical approaches to neural networks; analytical and numerical techniques of dynamical systems theory, geometrical techniques, and methods of statistical physics. Articles analyze dynamics of neural networks in general or concentrate on specific network models of biological or neurocomputing origin. A few of the articles serve as a good introduction to these subjects.
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- PublisherWorld Scientific Publishing Company
- Publication date1991
- ISBN 10 9810208111
- ISBN 13 9789810208110
- BindingHardcover
- Number of pages244
- EditorDoebner Heinz-Dietrich, Pasemann F
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Neurodynamics. Series on Neural Networks Vol. 1
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