Implementation Techniques

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Implementation Techniques

By Leondes, Cornelius T.

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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 examples enhance the text. Practitioners, researchers,and students in engineering and computer science will find Implementation Techniques a comprehensive and powerful reference.

Key Features
* 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
* Data classification
* Integrated neuron model systems that function as programmable rational approximators
With numerous examples to enhance the text, practitioners, researchers, and students in engineering and computer science will find Implementation Techniques a uniquely comprehensive and powerful reference source

Subject: Professional, Career & Trade -> Computer Science -> Programming Languages (Jr/Sr)

Implementation Techniques
Publisher: Elsevier S & T 02/1998
Imprint: Academic Press
Language: English
Length: 401 pages

ISBN 10: 0124438636
ISBN 13: 9780124438637
Print ISBN: 9780124438637

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