Neural networks and brain function /

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Bibliographic Details
Author / Creator:Rolls, Edmund T.
Imprint:Oxford ; New York : Oxford University Press, 1998.
Description:vi, 418 p. : ill. ; 25 cm.
Language:English
Subject:
Format: Print Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/3029502
Hidden Bibliographic Details
Other authors / contributors:Treves, Alessandro.
ISBN:0198524331 (hbk.)
0198524323 (pbk.)
Notes:Includes bibliographical references (p. [371]-413) and index.

MARC

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300 |a vi, 418 p. :  |b ill. ;  |c 25 cm. 
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504 |a Includes bibliographical references (p. [371]-413) and index. 
505 0 0 |g 1.  |t Introduction --  |g 2.  |t Pattern association memory --  |g 3.  |t Autoassociation memory --  |g 4.  |t Competitive networks, including self-organizing maps --  |g 5.  |t Error-correcting networks: perceptrons, the delta rule, backpropagation of error in multilayer networks, and reinforcement learning algorithms --  |g 6.  |t The hippocampus and memory --  |g 7.  |t Pattern association in the brain: amygdala and orbitofrontal cortex --  |g 8.  |t Cortical networks for invariant pattern recognition --  |g 9.  |t Motor systems: cerebellum and basal ganglia --  |g 10.  |t Cerebral neocortex --  |g App. A1.  |t Introduction to linear algebra for neural networks --  |g App. A2.  |t Information theory --  |g App. A3.  |t Pattern associators --  |g App. A4.  |t Autoassociators --  |g App. A5.  |t Recurrent dynamics. 
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