Naturally Intelligent Systems

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MIT Press, 1990 - Всего страниц: 304
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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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Naturally intelligent systems

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The "naturally intelligent systems,'' also known as neural networks, neurocomputers, or neural computers, are the newest generaton of computer systems. Their basic architecture is designed to imitate ... Читать весь отзыв

Содержание

Natural Intelligence
3
Building Blocks of Neural Networks
19
Neural Networks and Other Systems
25
Part II
35
Crossbar Associative Memories
49
Adaptive Filter Associative Memories
65
The Vectorcardiograph
81
The Voice Typewriter
105
Learning Sequences of Patterns
141
Autonomous Learning
151
The Perceptron
163
Part IV
169
Backpropagation Networks
183
NETtalk
197
Adaptive Resonance Networks
207
Part V
223

Part III
111
Hebbian Learning
123
Classical Conditioning
130
Neural Network Applications
241
A Look Ahead
261
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Об авторе (1990)

Jörg Kramer was Assistant Professor at the Institute of Neuroinformatics, Zurich.

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