danielemarinazzo/GC_SS_PNAS

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2
Language
MATLAB
License
GNU General Publi...
Created over 7 years ago
Updated about 2 years ago

danielemarinazzo/GC_SS_PNAS

danielemarinazzo

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reproduction of the simulations of a critical paper, with the State Space formulation of Granger Causality

KernelGrangerCausality

Code to evaluate nonlinear Granger causality using the kernel trick to reduce complexity

multiscaleGrangerCausality

evaluate Granger Causality at multiple scales with the State Space formulation

HOI

Retrieving high-order information multiplets from data using the O-information

Visibility

code for visibility grahps

PartiallyConditionedGrangerCausality

Code for partially conditioned Granger causality using the covariance matrix

partialjaccard

code to compute the role of a third network in the similarity between other two networks in a multiplex

ising_synergy_brain

Ising model implemented on the individual structural connectome

Visibility_LA5C_data

multiscale_PID

dynamic_O_information

code for dynamic O information

GT_trous

Code for multiscale Granger causality with "à trous" wavelet

O_info_psycnet

description of code and tools to compute higher order psychological networks

Jupyter Notebook