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Generating spike-trains with specified correlations
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These Matlab functions can be used to generate correlated spike-trains, i.e. multivariate correlated binary variables, and correlated spike counts, i.e. multivariante Poisson variables. In addition, we also include functions to sample from multivariate distributions with arbitrary marginal distributions and specified correlations.
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For references on the topic see:
Jakob Macke, Philipp Berens, et al. ,Generating spike-trains with specified correlations, submitted, 2008
Matthias Bethge and Philipp Berens ,
Near-Maximum Entropy Models for
Binary
Neural Representations of Natural Images, Advances in Neural
Information
Processing 2007
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Contents:
See readme file.
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[Download Matlab code]
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Contact:
berens@tuebingen.mpg.de
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Software License:
This software is distributed under GPLv3 with no liability: http://www.gnu.org/copyleft/gpl.html
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