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.
Working with small distributions of neurons (exhaustively)
- Data in
- Code in
- Output in
Working with larger distributions of neurons (MCMC)
Working with RP (random projection) models
Specifying a custom list of correlations
Constructing composite models
Constructing and sampling a time-dependent model from high order Markov chains.