Statistical mechanics of neural networks
Subtitle: proceedings of the XIth Sitges conference, Sitges, Barcelona, Spain, 3-7 June 1990
By: Luis Garrido, (ed.).
Contributors: Garrido, L. 1930-
Series: Lecture notes in physics ;; 368
Publisher: Springer-Verlag
Published: 1990
Place of publication: Berlin; New York
Language: eng
Number of pages: 477
Subjects: Neural networks (Neurobiology) -- Mathematical models -- Congresses.; Neural networks (Computer science) -- Congresses.; Statistical mechanics -- Congresses.
Genres: Congresses.
Description: Combined for researchers and graduate students the articles from the Sitges Summer School together form an excellent survey of the applications of neural-network theory to statistical mechanics and computer-science biophysics. Various mathematical models are presented together with their interpretation, especially those to do with collective behaviour, learning and storage capacity, and dynamical stability.
Notes: Includes bibliographical references.