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Neural Networks and Analog Computation - Beyond the Turing Limit (Hardcover, 1999 ed.) Loot Price: R4,462
Discovery Miles 44 620
Neural Networks and Analog Computation - Beyond the Turing Limit (Hardcover, 1999 ed.): Hava T. Siegelmann

Neural Networks and Analog Computation - Beyond the Turing Limit (Hardcover, 1999 ed.)

Hava T. Siegelmann

Series: Progress in Theoretical Computer Science

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Loot Price R4,462 Discovery Miles 44 620 | Repayment Terms: R418 pm x 12*

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The theoretical foundations of Neural Networks and Analog Computation conceptualize neural networks as a particular type of computer consisting of multiple assemblies of basic processors interconnected in an intricate structure. Examining these networks under various resource constraints reveals a continuum of computational devices, several of which coincide with well-known classical models. On a mathematical level, the treatment of neural computations enriches the theory of computation but also explicated the computational complexity associated with biological networks, adaptive engineering tools, and related models from the fields of control theory and nonlinear dynamics. The material in this book will be of interest to researchers in a variety of engineering and applied sciences disciplines. In addition, the work may provide the base of a graduate-level seminar in neural networks for computer science students.

General

Imprint: Birkhauser Boston
Country of origin: United States
Series: Progress in Theoretical Computer Science
Release date: December 1998
First published: 1999
Authors: Hava T. Siegelmann
Dimensions: 235 x 155 x 12mm (L x W x T)
Format: Hardcover
Pages: 181
Edition: 1999 ed.
ISBN-13: 978-0-8176-3949-5
Categories: Books > Computing & IT > General theory of computing > Mathematical theory of computation
Books > Computing & IT > Applications of computing > Artificial intelligence > Neural networks
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LSN: 0-8176-3949-7
Barcode: 9780817639495

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