A PERTURBATIVE EXPANSION FOR THE HOPFIELD MODEL

Citation
M. Shcherbina et B. Tirozzi, A PERTURBATIVE EXPANSION FOR THE HOPFIELD MODEL, Helvetica Physica Acta, 68(5), 1995, pp. 470-491
Citations number
17
Categorie Soggetti
Physics
Journal title
ISSN journal
00180238
Volume
68
Issue
5
Year of publication
1995
Pages
470 - 491
Database
ISI
SICI code
0018-0238(1995)68:5<470:APEFTH>2.0.ZU;2-M
Abstract
We construct a perturbative series for order parameters and other inte resting observables of the Hopfield model. It is shown that the L(2) n orm of the n-th term of the expansion is bounded by alpha(n). We apply this construction to the L(2) fluctuation of the order parameter r an d we find that the coefficients of its expansion vanish in the thermod ynamic limit. Using a recent result [1] we deduce that the replica sym metric solution of the Hopfield model holds at any order of alpha.