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Book Categories |
Foreword | ||
Preface | ||
Acknowledgments | ||
1 | Introduction | 1 |
I | Perspectives | 9 |
2 | Computational Neuroscience and You | 11 |
3 | Basic Neuroscience | 25 |
II | Computers | 43 |
4 | Computer Representations | 45 |
5 | The Soul of an Old Machine | 63 |
III | Cybernetics | 83 |
6 | Concept Neurons | 87 |
7 | Neural Coding | 105 |
8 | Our Friend the Limulus | 121 |
9 | Supervised Learning: Delta Rule and Back-Propagation | 141 |
10 | Associative Memory Networks | 163 |
IV | Brains | 179 |
11 | From Soap to Volts | 189 |
12 | Hodgkin-Huxley Model | 213 |
13 | Compartment Modeling | 239 |
14 | From Artificial Neural Network to Realistic Neural Network | 259 |
15 | Neural Circuits | 269 |
16 | The Basics | 281 |
References | 307 | |
Glossary | 313 | |
Index | 357 |
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