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SSS (Hardcover)
J.W. Clark; Foreword by Warren G. Leback
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R934
Discovery Miles 9 340
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Ships in 12 - 19 working days
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Neural Network Dynamics is the latest volume in the "Perspectives
in Neural Computing" series. It contains papers presented at the
1991 Workshop on Complex Dynamics in Neural Networks, held at IIASS
in Vietri, Italy. The workshop encompassed a wide range of topics
in which neural networks play a fundamental role, and aimed to
bridge the gap between neural computation and computational
neuroscience. The papers - which have been updated where necessary
to include new results - are divided into four sections, covering
the foundations of neural network dynamics, oscillatory neural
networks, as well as scientific and biological applications of
neural networks. Among the topics discussed are: A general analysis
of neural network activity; Descriptions of various network
architectures and nodes; Correlated neuronal firing; A theoretical
framework for analyzing the behaviour of real and simulated
neuronal networks; The structural properties of proteins; Nuclear
phenomenology; Resonance searches in high energy physics; The
investigation of information storage; Visual cortical architecture;
Visual processing. Neural Network Dynamics is the first volume to
cover neural networks and computational neuroscience in such
detail. Although it is primarily aimed at researchers and
postgraduate students in the above disciplines, it will also be of
interest to researchers in electrical engineering, medicine,
psychology and philosophy.
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