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Harvey R.L. Neural Network Principles

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Harvey R.L. Neural Network Principles
Prentice-Hall, 1994, 197 p., ISBN: 0-13-112194-4
N eural ne tworks is a subject lying at the inte rsection of psychology, mathe matics, n uroscience, and syste ms theory. Curre ntly this field is e xperiencing rapid deve lopment because of its applications. The applications include robotics, pattern recognition (for speech and vision systems), and understanding human brain-mind processes. This volume presents the bask ideas of neural networks.
The point of view is modeling biological ne rvous systems. This powerful and elegant approach to neural networks is attractive because it pushes syste m design toward the higher-performing biological systems. Moreove r, these biological mode ls give a springboard for a broad range of applications.
Neuron physics and state equations
Simple networks
Complex networks
Vision systems
Hand-eye systems
Advanced design methods
Brain control and modulation systems
Philosophical implications
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