Naturally Intelligent Systems
Maureen Caudill is President of Adaptics, a neural network consulting company in San Diego, and author of the popular "Neural Network Primer" articles that appear regularly in
Charles Butler is a Senior Principal Scientist at Physical Sciences in Alexandria, Virginia. He is a specialist in neural network application development.
For centuries, people have been fascinated by the possibility of building an artificial system that behaves intelligently. Now there is a new entry in this arena - neural networks. Naturally Intelligent Systems offers a comprehensive introduction to these exciting systems. It provides a technically accurate, yet down-to-earth discussion of neural networks, clearly explaining the underlying concepts of key neural network designs, how they are trained, and why they work. Throughout, the authors present actual applications that illustrate neural networks' utility in the new world.
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Table of Contents
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Part I
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2: Building Blocks of Neural Networks
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Part II
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6: Adaptive Filter Associative Memories
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7: Competitive Filter Associative Memories
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Part III
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12: Autonomous Learning
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Part IV
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13: Hierarchical Systems
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14: Backpropagation Networks
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Part V
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- Available
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