Space of interactions with definite symmetry in neural networks with biased patterns as a spin-glass problem
نویسندگان
چکیده
منابع مشابه
The phase space of interactions in neural networks with definite symmetry
We calculate the typical fraction of the phase space of interactions which solve the problem of storing a given set of p patterns represented as N-spin configurations, as a function of the storage ratio, a = p / N , of the stability parameter, K, and of the symmetry, 7, o f the interaction matrices. The calculation is performed for strongly diluted networks, where the connectivity of each spin,...
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In this paper I will review my work on disordered systems -spin glass model with two body and p > 2 body interactionswith long but finite interaction range R. I will describe the relation of these model with Mean Field Theory in the Kac limit and some attempts to go beyond mean field. PACS. 0 5.20.-y,75.10Nr
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ژورنال
عنوان ژورنال: Physical Review E
سال: 1996
ISSN: 1063-651X,1095-3787
DOI: 10.1103/physreve.53.6361