Statistical physics of pairwise probability models

Statistical models for describing the probability distribution over the states of biological systems are commonly used for dimensional reduction. Among these models, pairwise models are very attractive in part because they can be fit using a reasonable amount of data: knowledge of the means and...

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Bibliographic Details
Main Authors: Yasser Roudi, Erik Aurell, John A Hertz
Format: Article
Language:English
Published: Frontiers Media S.A. 2009-11-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/neuro.10.022.2009/full