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Neural Network Principles

By Robert L. Harvey

Description

Using models of biological systems as springboards to a broad range of applications, this volume presents the basic ideas of neural networks in mathematical form. Comprehensive in scope, Neural Network Principles outlines the structure of the human brain, explains the physics of neurons, derives the standard neuron state equations, and presents the consequences of these mathematical models. Author Robert L. Harvey derives a set of simple networks that can filter, recall, switch, amplify, and recognize input signals that are all patterns of neuron activation. The author also discusses properties of general interconnected neuron groups, including the well-known Hopfield and perception neural networks using a unified approach along with suggestions of new design procedures for both.

tuan anh _bo: He then applies the theory to synthesize artificial neural networks for specialized tasks. In addition, Neural Network Principles outlines the design of machine vision systems, explores motor control of the human brain and presents two examples of artificial hand-eye systems, demonstrates how to solve large systems of interconnected neurons, and considers control and modulation in the human brain-mind with insights for a new understanding of many mental illnesses

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	Technical Handbook of Neural Network Signal Processing Author: Yu Hen Hu, Jenq-Neng Hwang, Jeng-Neng HwangPublisher: CRC PressPublish Date: 21 September, 2001ISBN: 0849323592
	Programming Neural Network Design Neural Network DesignMartin Hagan (January 2002) \| English \| ISBN: 0971732108 \| PDF \| 734 Pages \| 10 MBI knew the very poor Matlab Neural Network Toolbox User's Guide by the same authors and I was kind of expecting the same, and boy was I w ...
	Science/Engineering Feedforward Neural Network Methodology Jianqing Fan, Qiwei Yao “Feedforward Neural Network Methodology" Springer \| 1999-06-11 \| ISBN: 0387987452 \| 340 pages \| PDF \| 1,8 MB This monograph provides a thorough and coherent introduction to the mathematical properties of feedfor ...
	RS Neural Network Principles Neural Network PrinciplesBy Robert L. HarveyPublisher: Prentice Hall \| 197 Pages \| 1994 \| ISBN: 0130633305 \| PDF \| 5.4 MbDescriptionUsing models of biological systems as springboards to a broad range of applications, this volume pre ...
	Hardware Neural Network Modeling Neural Network ModelingCRC (July 12, 1994) \| ISBN: 0849324882 \| 256 Pages \| 3.3 MB \| PDFNeural Network Modeling offers a cohesive approach to the statistical mechanics and principles of cybernetics as a basis for neural network modeling. It ...
	Health Principles of Neural Science Now in resplendent color, the new edition continues to define the latest in the scientific understanding of the brain, the nervous system, and human behavior. Each chapter is thoroughly revised and includes the impact of molecular biology i ...

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