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Analysis and Applications of Artificial Neural Networks by Veelenturf, L. P. J. (Leo P. J.) is a book available to read on EtoBox.

What is Analysis and Applications of Artificial Neural Networks about?

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., Issue: 7, Edition: 1st, Includes bibliographical references (p. 256-257) and index

Author

Veelenturf, L. P. J. (Leo P. J.)

Publisher

London ; New York : Prentice Hall

Published

1995

Language

EN