عنوان

An introduction to the modeling of neural networks /

0521414512

0521424879

9780521414517

9780521424875

b751440

An introduction to the modeling of neural networks /

[Book]

Pierre Peretto.

New York :

Cambridge University Press,

1992.

xviii, 473 pages :

illustrations ;

24 cm.

Collection Aléa-Saclay ;

Monographs and texts in statistical physics ;

2

2

Includes bibliographical references (pages 421-466) and index.

"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.

£24.95 : CIP entry (Oct.)

Neural circuitry.

Neural networks (Computer science)

Cerveau-- Simulation par ordinateur.

Cognition-- Neurologie.

Inteligencia artificial (computacao)

Modell

Nervennetz

Neural circuitry.

Neural networks (Computer science)

Neural networks (Computer science)

Neurale netwerken.

Neuronales Netz

Réseaux neuronaux (informatique)

Peretto, Pierre.

20201204110847.0

[Book]

Y