Neural Networks Analysis and Design free ebook

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On : 20:06

In : Electrical Engineering

Book Name:Neural Networks Analysis and Design free ebook download
Author:L.P.J. Veelenturf|Publisher:Prentice Hall
ISBN: 013489832X | 368 pages | DJVU | 4.41 MB

Thorough, compact, and self-contained, this explanation and analysis of a broad range of neural nets is conveniently structured so that readers can first gain a quick global understanding of neural nets - without the mathematics - and can then delve into mathematical specifics as necessary. The behavior of neural nets is first explained from an intuitive perspective; the formal analysis is then presented; and the practical implications of the formal analysis are stated separately. Analyzes the behavior of the six main types of neural networks - The Binary Perceptron, The Continuous Perceptron (Multi-Layer Perceptron), The Bidirectional Memories, The Hopfield Network (Associative Neural Nets), The Self-Organizing Neural Network of Kohonen, and the new Time Sequentional Neural Network. For technically-oriented individuals working with information retrieval, pattern recognition, speech recognition, signal processing, data classification.

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