Static and Dynamic Neural Networks From Fundamentals to Advanced Theory

Name: Static and Dynamic Neural Networks
Author: Madan Gupta

Auteur: Madan Gupta

Taal: Engels

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Auteur: Madan Gupta Liang Jin

Co-auteur: Liang Jin Noriyasu Homma

Engels
Hardcover
9780471219484
25 april 2003
752 pagina's

Alle productspecificaties

Samenvatting

Provides comprehensive treatment of the theory of both static and dynamic neural networks. Theoretical concepts are illustrated by reference to practical examples Includes end-of-chapter exercises and end-of-chapter exercises. An Instructor Support FTP site is available from the Wiley editorial department.

A solid introduction to the concepts and advanced applications of neural networks

Since the 1980s, the field of neural networks has undergone exponential growth. Robots in manufacturing, mining, agriculture, space and ocean exploration, and health sciences are just a few examples of the challenging applications where human-like attributes such as cognition and intelligence are playing an important role. Neural networks and related areas such as fuzzy logic and soft-computing in general are also contributing to complex decision-making in such fields as health sciences, management, economics, politics, law, and administration. In the future, robots could evolve into electro-mechanical systems with cognitive skills approaching human intelligence.

With a fascinating blend of heuristic concepts and mathematical rigor, Static and Dynamic Neural Networks: From Fundamentals to Advanced Theory outlines the basic concepts behind neural networks and leads the reader onward to more advanced theory and applications. Pedagogically sound and clearly written, this text discusses:

Neuronal morphology and neuro-computational systems
Threshold logic, adaptation, and learning
Static neural networksMFNNs, XOR Neural Networks, and Backpropagation Algorithms
Dynamic neural networksboth continuous-time and discrete-time
Binary neural networks, feedback binary associative memories, fuzzy sets, and other advanced topics

Thoroughly surveying the many-faceted and increasingly influential field of neural networks, this is a valuable reference for both practitioner and student.

Productspecificaties

Inhoud

Taal: en
Bindwijze: Hardcover
Oorspronkelijke releasedatum: 25 april 2003
Aantal pagina's: 752
Illustraties: Nee

Betrokkenen

Hoofdauteur: Madan Gupta
Tweede Auteur: Liang Jin
Co Auteur: Noriyasu Homma
Hoofduitgeverij: Wiley-Ieee Press

Overige kenmerken

Editie: New title
Extra groot lettertype: Nee
Product breedte: 162 mm
Product hoogte: 40 mm
Product lengte: 241 mm
Studieboek: Nee
Verpakking breedte: 166 mm
Verpakking hoogte: 40 mm
Verpakking lengte: 236 mm
Verpakkingsgewicht: 1166 g

EAN

EAN: 9780471219484

Je vindt dit artikel in

Categorieën: Technologie & Bouwkunde

Computers & Informatica

Computertechnologie

Kunstmatige intelligentie

Neurale netwerken & fuzzy systemen

Boeken
Taal: Engels
Beschikbaarheid: Leverbaar
Boek, ebook of luisterboek?: Boek
Studieboek of algemeen: Algemene boeken

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