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September 2005
7 x 9, 476 pp., 165 illus.
$43.00/£25.95 (PAPER)
Short

ISBN-10:
0-262-54185-8
ISBN-13:
978-0-262-54185-5

Other Editions
Cloth (2001)
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Theoretical Neuroscience
Computational and Mathematical Modeling of Neural Systems
Peter Dayan and L. F. Abbott

Preface
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INeural Encoding and Decoding
1Neural Encoding I: Firing Rates and Spike Statistics
2Neural Encoding II: Reverse Correlation and Visual Receptive Fields
3Neural Decoding
4Information Theory
IINeurons and Neural Circuits
5Model Neurons I: Neuroelectronics
6Model Neurons II: Conductances and Morphology
7Network Models
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IIIAdaptation and Learning
8Plasticity and Learning
9Classical Conditioning and Reinforcement Learning
10Representational Learning
Mathematical Appendix
References
Index
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Exercises
  
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