Biological learning and control [ how the brain builds representations, predicts events, and makes decisions
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Cambridge, Massachusetts :
MIT Press ,
c2012
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| Series: | Computational neuroscience
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| Subjects: |
Table of Contents:
- 1. Space in the mammalian brain
- 2. Building a space map
- 3. The space inside
- 4. Sensorimotor integration and state estimation
- 5. Bayesian estimation and inference
- 6. Learning to make accurate predictions
- 7. Learning faster
- 8. The multiple timescales of memory
- 9. Building generative models : structural learning and identification of the learner
- 10. Costs and rewards of motor commands
- 11. Cost of time in motor control
- 12. Optimal feedback control