Network inference with hidden units

We derive learning rules for finding the connections between units in stochastic dynamical networks from the recorded history of a ``visible'' subset of the units. We consider two models. In both of them, the visible units are binary and stochastic. In one model the ``hidden''...

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Bibliographic Details
Main Authors: Joanna Tyrcha, John Hertz
Format: Article
Language:English
Published: AIMS Press 2013-08-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2014.11.149
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