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Implementation techniques

Author: Cornelius T Leondes
Publisher: San Diego, Calif. : Academic Press, ©1998.
Series: Neural network systems, techniques and applications, v. 3.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
This volume covers practical and effective implementation techniques, including recurrent methods, Boltzmann machines, constructive learning with methods for the reduction of complexity in neural network systems, modular systems, associative memory, neural network design based on the concept of the Inductive Logic Unit, and a comprehensive treatment of implementations in the area of data classification. Numerous  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Implementation techniques.
San Diego, Calif. : Academic Press, ©1998
(OCoLC)38572309
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Cornelius T Leondes
ISBN: 9780080551821 0080551823 1281054275 9781281054272
OCLC Number: 176629304
Description: 1 online resource (xviii, 401 pages) : illustrations.
Contents: Front Cover; Implementation Techniques; Copyright Page; Contents; Contributors; Preface; Chapter 1. Recurrent Neural Networks: Identification and Other System Theoretic Properties; Chapter 2. Boltzmann Machines: Statistical Associations and Algorithms for Training; Chapter 3. Constructive Learning Techniques for Designing Neural Network Systems; Chapter 4. Modular Neural Networks; Chapter 5. Associative Memories; Chapter 6. A Logical Basis for Neural Network Design; Chapter 7. Neural Networks Applied to Data Analysis; Chapter 8. Multimode Single-Neuron Arithmetics; Index.
Series Title: Neural network systems, techniques and applications, v. 3.
Responsibility: edited by Cornelius T. Leondes.

Abstract:

Covers practical implementation techniques, including recurrent methods, Boltzmann machines, constructive learning with methods for the reduction of complexity in neural network systems, modular  Read more...

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"...this book would make a valuable addition to most libraries(personal or institutional)..." "...its depth and breadth and leading edge flavor will of of interest to many neural network engineers." Read more...

 
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