Biological neural networks : hierarchical concept of brain function /
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| Author / Creator: | Baev, K. V. (Konstantin Vasilʹevich) |
|---|---|
| Imprint: | Boston : Birkhäuser, c1998. |
| Description: | xxxvii, 273 p. : ill. ; 25 cm. |
| Language: | English |
| Subject: | Neural networks (Neurobiology) Brain -- physiology. Nerve Net -- physiology. Automatism. Learning -- physiology. Models, Neurological. Neural networks (Neurobiology) |
| Format: | Print Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/3173947 |
Table of Contents:
- Foreword / Alex Meystel
- Foreword / Karl A. Greene
- 1. Limitations of Analytical Mechanistic Approaches to Biological Neural Networks
- 2. The Control Theory Approach to Biological Neural Networks
- 3. A Central Pattern Generator Includes A Model of Controlled Object: An Experimental Proof
- 4. The Spinal Motor Optimal Control System
- 5. Generalizing the Concept of a Neural Optimal Control System: A Generic Neural Optimal Control System
- 6. Learning in Artificial and Biological Neural Networks
- 7. The Hierarchy of Neural Control Systems
- 8. Application of the Concept of Optimal Control Systems to Inborn Motor Automatisms in Various Animal Species
- 9. The Stretch-Reflex System
- 10. The Cerebellum
- 11. The Skeletomotor Cortico-Basal Ganglia-Thalamocortical Circuit
- 12. The Limbic System
- 13. The Prefrontal Cortex
- 14. Conclusion
- App. 1. The Main Properties of Sensory Information Sources and Channels
- App. 2. Functioning of the Internal Model of the Controlled Object
- App. 3. The Spinal Optimal Motor Control System as a Neural Network.
