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Analysis and Applications of Artificial Neural Networks [Scan.] by L. Veelenturf [Repost]
![Analysis and Applications of Artificial Neural Networks [Scan.] by L. Veelenturf [Repost]](https://pixhost.icu/avaxhome/3b/31/0035313b.jpeg)
Analysis and Applications of Artificial Neural Networks by L. Veelenturf
English | June 14, 1995 | ISBN: 013489832X | 259 Pages | DJVU | 9 MB
English | June 14, 1995 | ISBN: 013489832X | 259 Pages | DJVU | 9 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.