Principles of artificial neutral networks : Daniel Graupe
| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
London :
World Scientific ,
c2013
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| Edition: | 3rd ed |
| Series: | Advanced series in circuits and systems
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| Subjects: |
Table of Contents:
- 1. Introduction and role of artificial neural networks
- 2. Fundamentals of biological neural networks
- 3. Basic principles of ANNs and their early structures-- 4. The perceptron
- 5. The madaline
- 6. Back propagation
- 7. Hopfield networks
- 8. Counter propagation
- 9. Large scale memory storage and retrieval (LAMSTAR) network
- 10. Adaptive resonance theory
- 11. The cognitron and the neocognitron
- 12. Statistical training
- 13. Recurrent (time cycling) back propagation networks