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Neural networks and brain function

Author: Edmund T Rolls; Alessandro Treves
Publisher: Oxford : Oxford Univ. Press, 2004.
Edition/Format:   Print book : English : ReprView all editions and formats
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Aims to describe the types of computation that can be performed by biologically plausible neural networks, and to show how these may be implemented in different systems in the brain. This book is  Read more...

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Document Type: Book
All Authors / Contributors: Edmund T Rolls; Alessandro Treves
ISBN: 0198524323 9780198524328
OCLC Number: 634709664
Description: VI, 418 Seiten : Illustrationen, Diagramme
Contents: Ch. 1. Introduction ; Ch. 2. Pattern Association Memory ; Ch. 3. Autoassociation Memory ; Ch. 4. Competitive Networks, Including Self-Organizing Maps ; Ch. 5. Error-Correcting Networks: Perceptrons, Backpropagation of Error in Multilayer Networks, and Reinforcement Learning Algorithms ; Ch. 6. Hippocampus and Memory ; Ch. 7. Pattern Association in the Brain: Amygdala and Orbitofrontal Cortex ; Ch. 8. Cortical Networks for Invariant Pattern Recognition ; Ch. 9. Motor Systems: Cerebellum and Basal Ganglia ; Ch. 10. Cerebral Neocortex ; Appendix 1. Introduction to Linear Algebra for Neural Networks ; Appendix 2. Information Theory ; Appendix 3. Pattern Associators ; Appendix 4. Autoassociators ; Appendix 5. Recurrent Dynamics
Responsibility: Edmund T. Rolls and Alessandro Treves.

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...a fascinating groundwork for researchers stydying how the human brian works and how behaviour is produced. * ASLIB 63/8 August 98. *

 
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