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+maxent
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README.md

README.md

Recreating weak pairwise correlations

This repository contains the code and output in recreating the work of Schneidman et al., (2006). 'Weak pairwise correlations imply strongly correlated network states in a neural population.' Nature.

The scripts use code by the maxent_toolbox.

  • Data in data.
  • Code in src.
  • Output in doc.

Working with small distributions of neurons (exhaustively)

Used in smalldist.m.

Working with larger distributions of neurons (MCMC)

largedist.m

Working with RP (random projection) models

randomprojection.m

Specifying a custom list of correlations

correlation.m

Constructing composite models

composite.m

Constructing and sampling a time-dependent model from high order Markov chains.

timedep.m

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