CAPACITY OF NETWORKS WITH CORRELATED ATTRACTORS

Citation
Lf. Cugliandolo et Mv. Tsodyks, CAPACITY OF NETWORKS WITH CORRELATED ATTRACTORS, Journal of physics. A, mathematical and general, 27(3), 1994, pp. 741-756
Citations number
12
Categorie Soggetti
Physics
ISSN journal
03054470
Volume
27
Issue
3
Year of publication
1994
Pages
741 - 756
Database
ISI
SICI code
0305-4470(1994)27:3<741:CONWCA>2.0.ZU;2-7
Abstract
We analyse the extensive loading of the neural network model proposed to describe neurophysiological experiments in which correlated attract ors associated to uncorrelated patterns are found. The phase diagram i s obtained and discussed. Some generalizations of the original model a re also considered. In all the cases we demonstrate the existence of a region in the phase diagram with correlated attractors. Results from numerical simulations which confirm the mean-field theory results are also presented.