Analysis and Applications of Artificial Neural Networks

Veelenturf, L.P.J.

ISBN 10: 013489832X ISBN 13: 9780134898322

Publisher: Pearson Education Limited, 1995

Synopsis

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.

Edition details

• Publisher: Pearson Education Limited
• Publication date: 1995
• Language: English
• ISBN 10: 013489832X
• ISBN 13: 9780134898322
• Binding: Textbook Binding
• Number of pages: 368