Minimum and Maximum Entropy Distributions for Binary Systems with Known Means and Pairwise Correlations

Maximum entropy models are increasingly being used to describe the collective activity of neural populations with measured mean neural activities and pairwise correlations, but the full space of probability distributions consistent with these constraints has not been explored. We provide upper and l...

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Hlavní autoři:	Badr F. Albanna, Christopher Hillar, Jascha Sohl-Dickstein, Michael R. DeWeese
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2017-08-01
Edice:	Entropy
Témata:	information theory minimum entropy maximum entropy statistical mechanics Ising model pairwise correlations compressed sensing neural networks
On-line přístup:	https://www.mdpi.com/1099-4300/19/8/427
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