Algorithms and Architectures: Volume 1 Contributor(s): Leondes, Cornelius T. (Author) |
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ISBN: 012443861X ISBN-13: 9780124438613 Publisher: Academic Press OUR PRICE: $113.40 Product Type: Hardcover Published: October 1997 |
Additional Information |
BISAC Categories: - Computers | Neural Networks - Technology & Engineering | Electrical - Computers | Intelligence (ai) & Semantics |
Dewey: 006.32 |
LCCN: 97080441 |
Series: Neural Network Systems Techniques and Applications |
Physical Information: 1.16" H x 6.26" W x 9.32" (1.90 lbs) 460 pages |
Descriptions, Reviews, Etc. |
Publisher Description: This volume is the first diverse and comprehensive treatment of algorithms and architectures for the realization of neural network systems. It presents techniques and diverse methods in numerous areas of this broad subject. The book covers major neural network systems structures for achieving effective systems, and illustrates them with examples. This volume includes Radial Basis Function networks, the Expand-and-Truncate Learning algorithm for the synthesis of Three-Layer Threshold Networks, weight initialization, fast and efficient variants of Hamming and Hopfield neural networks, discrete time synchronous multilevel neural systems with reduced VLSI demands, probabilistic design techniques, time-based techniques, techniques for reducing physical realization requirements, and applications to finite constraint problems. A unique and comprehensive reference for a broad array of algorithms and architectures, this book will be of use to practitioners, researchers, and students in industrial, manufacturing, electrical, and mechanical engineering, as well as in computer science and engineering. |