Artificial Neural Networks : International Workshop IWANN '91, Granada, Spain, September 17-19, 1991. Proceedings. 1st ed. 1991

種類:

電子ブック

責任表示:

edited by Alberto Prieto

出版情報:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1991

著者名:

• Prieto, Alberto.
• SpringerLink (Online service)

シリーズ名:

Lecture Notes in Computer Science ; 540

ISBN:

9783540384601 [354038460X]    

注記:

Cooperative computing and neural networks -- Neural Net's theory — The specifications of a computational model of memory and information processing in decision-making -- Chaotic neural networks and associative memory -- Nonequilibrium model of neural networks -- A modified algorithm for self-organizing maps based on the Schrödinger equation -- Neural network modelling by means of networks of finite automata -- Adaptive optimization of neural algorithms -- Neural networks with hysteresis type of nonlinearity exhibit global optimization property -- Stability measurement criterion for neural networks of competitive learning -- On the power of networks of majority functions -- Using quadratic perceptrons to reduce interconnection density in multilayer neural networks -- Always trying to write an equation for the brain -- Transformation of control signals for saccadic eye movements -- On the semantics of morphogenesys in photoreceptors -- Implementing a "psychophysical" pattern classifier in a decrementing network
Artificial neural networks are massively parallel interconnected networks ofsimple elements which are intended to interact with the objects of the real world in the same way as biological nervous systems do. Interest in these networks is due to the opinion that they are able to perform tasks like image and speech recognition that have only been implemented in limited ways by traditional computing methods. This book includes invited lectures and the full contributions to the International Workshop onArtificial Neural Networks held in Granada, Spain, September 17-19, 1991. The workshop was sponsored by the IEEE Computer Society, the Spanish Association for Computing and Automatics, and the University of Granada. The contributions were selected by an international program committee; the authors of the papers come from 12 countries. The book is organized in six sections, covering: - Neural network theories and neural models - Biological perspectives - Neural network architectures and algorithms - Software develop

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