Neural engineering : computation, representation, and dynamics in neurobiological systems /

Neural engineering : computation, representation, and dynamics in neurobiological systems /

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Bibliographic Details
Author / Creator:	Eliasmith, Chris.
Imprint:	Cambridge, Mass. : MIT Press, c2003.
Description:	xii, 356 p. : ill. ; 24 cm.
Language:	English
Series:	Computational neuroscience
Subject:	Neural networks (Neurobiology) Neural networks (Computer science) Computational neuroscience. Computational neuroscience. Neural networks (Computer science) Neural networks (Neurobiology)
Format:	Print Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/4836106

Hidden Bibliographic Details
Other authors / contributors:	Anderson, C. H. (Charles H.)
ISBN:	0262050714
Notes:	"A Bradford book." Includes bibliographical references (p. [335]-350) and index.

Table of Contents:

Preface
1. Of neurons and engineers
I. Representation
2. Representation in populations of neurons
3. Extending population representation
4. Temporal representation in spiking neurons
5. Population-temporal representation
II. Transformation
6. Feed-forward transformations
7. Analyzing representation and transformation
8. Dynamic transformations
9. Statistical inference and learning Appendices
Appendix A. Chapter 2 derivations
Appendix B. Chapter 4 derivations
Appendix C. Chapter 5 derivations
Appendix D. Chapter 6 derivations
Appendix E. Chapter 7 derivations
Appendix F. Chapter 8 derivations
References
Index