| Document Type
|
:
|
BL
|
| Record Number
|
:
|
997070
|
| Doc. No
|
:
|
b751440
|
| Main Entry
|
:
|
Peretto, Pierre.
|
| Title & Author
|
:
|
An introduction to the modeling of neural networks /\ Pierre Peretto.
|
| Publication Statement
|
:
|
Cambridge ;New York :: Cambridge University Press,, 1992.
|
| Series Statement
|
:
|
Collection Aléa-Saclay ;; 2
|
|
|
:
|
Monographs and texts in statistical physics ;; 2
|
| Page. NO
|
:
|
xviii, 473 pages :: illustrations ;; 24 cm.
|
| ISBN
|
:
|
0521414512
|
|
|
:
|
: 0521424879
|
|
|
:
|
: 9780521414517
|
|
|
:
|
: 9780521424875
|
| Bibliographies/Indexes
|
:
|
Includes bibliographical references (pages 421-466) and index.
|
| Abstract
|
:
|
"This text is a beginning graduate-level introduction to neural networks, focussing on current theoretical models, examining what these models can reveal about how the brain functions, and discussing the ramifications for psychology, artificial intelligence and the construction of a new generation of intelligent computers." "The book is divided into four parts. The first part gives an account of the anatomy of the central nervous system, followed by a brief introduction to neurophysiology. The second part is devoted to the dynamics of neuronal states, and demonstrates how very simple models may simulate associative memory. The third part of the book discusses models of learning, including detailed discussions on the limits of memory storage, methods of learning and their associated models, associativity, and error correction. The final part reviews possible applications of neural networks in artificial intelligence, expert systems, optimization problems, and the construction of actual neuronal supercomputers, with the potential for one-hundred-fold increase in speed over contemporary serial machines."--Jacket.
|
| Subject
|
:
|
Neural circuitry.
|
| Subject
|
:
|
Neural networks (Computer science)
|
| Subject
|
:
|
Cerveau-- Simulation par ordinateur.
|
| Subject
|
:
|
Cognition-- Neurologie.
|
| Subject
|
:
|
Inteligencia artificial (computacao)
|
| Subject
|
:
|
Modell
|
| Subject
|
:
|
Nervennetz
|
| Subject
|
:
|
Neural circuitry.
|
| Subject
|
:
|
Neural networks (Computer science)
|
| Subject
|
:
|
Neural networks (Computer science)
|
| Subject
|
:
|
Neuronales Netz
|
| Subject
|
:
|
Réseaux neuronaux (informatique)
|
| Subject
|
:
|
Neurale netwerken.
|
| Dewey Classification
|
:
|
612.8/2
|
| LC Classification
|
:
|
QP363.3.P47 1992
|
| NLM classification
|
:
|
*92B20msc
|
|
|
:
|
54.72bcl
|
|
|
:
|
68T05msc
|
|
|
:
|
68T10msc
|
|
|
:
|
92-01msc
|
|
|
:
|
92C20msc
|
|
|
:
|
DAT 717fstub
|
|
|
:
|
FC 30blsrissc
|
|
|
:
|
PN 95blsrissc
|
|
|
:
|
ST 130rvk
|
|
|
:
|
ST 200rvk
|
|
|
:
|
ST 201 A88rvk
|
|
|
:
|
ST 285rvk
|
|
|
:
|
ST 300rvk
|
|
|
:
|
ST 301rvk
|
|
|
:
|
ST 301Lrvk
|