danielemarinazzo/Visibility_LA5C_data

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MATLAB
Created almost 8 years ago
Updated over 7 years ago

danielemarinazzo/Visibility_LA5C_data

danielemarinazzo

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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

multiscale_PID

GC_SS_PNAS

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

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