This text presents basic ideas of neural networks (theory, design and principles) in mathematical form - using models of biological systems as springboards to a broad range of applications. The book outlines the structure of the human brain, explains the physics of neurons and derives the standard neuron state equations - then presents the consequences of these mathematical models. It also: derives a set of simple networks that can filter, recall, switch, amplify and recognise input signals; discusses properties of general ...
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This text presents basic ideas of neural networks (theory, design and principles) in mathematical form - using models of biological systems as springboards to a broad range of applications. The book outlines the structure of the human brain, explains the physics of neurons and derives the standard neuron state equations - then presents the consequences of these mathematical models. It also: derives a set of simple networks that can filter, recall, switch, amplify and recognise input signals; discusses properties of general interconnected neuron groups; applies the theory to synthesize artificial neural networks for special tasks; outlines the design of machine vision systems; explores motor control of the human brain and presents two examples of artificial hand-eye systems; shows how to solve large systems of interconnected neurons; considers control and modulationin the human brain/mind - with insights for a new understanding of many mental illnesses; and discusses some philosophical issues - especially consciousness from a neural network view. This text is intended for use on undergraduate and graduate level courses in neural networks in departments of electrical engineering, computer science and psychology.
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Add this copy of Neural Network Principles to cart. $13.00, very good condition, Sold by P C Schmidt Bookseller rated 2.0 out of 5 stars, ships from Kettering, OH, UNITED STATES, published 1994 by Prentice Hall.
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Very Good. No Dustjacket. Ex-Library. 7 x 10" A very good hardcover; an ex-library copy with usual markings; internally pages bright and clean; ----------SATISFACTION GUARANTEED---------FAST, COURTEOUS SERVICE------
Add this copy of Neural Network Principles to cart. $34.00, very good condition, Sold by Robinson Street Books rated 3.0 out of 5 stars, ships from Binghamton, NY, UNITED STATES, published 1994 by Prentice Hall.
Add this copy of Neural Network Principles to cart. $43.54, good condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Newport Coast, CA, UNITED STATES, published 1994 by Prentice Hall.
Add this copy of Neural Network Principles (International Edition! ) to cart. $51.01, good condition, Sold by BookHolders rated 5.0 out of 5 stars, ships from Gambrills, MD, UNITED STATES, published 1994 by Prentice-Hall.
