danielemarinazzo

dynamic_O_information

code for dynamic O information

GC_SS_PNAS

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

HOI

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

informationtransfer

Thesis MaStat 2018

ising_synergy_brain

Ising model implemented on the individual structural connectome

KernelGrangerCausality

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

multiscale_PID

multiscaleGrangerCausality

evaluate Granger Causality at multiple scales with the State Space formulation

PartiallyConditionedGrangerCausality

Code for partially conditioned Granger causality using the covariance matrix

Visibility

code for visibility grahps

danielemarinazzo/KernelGrangerCausality

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

danielemarinazzo/multiscaleGrangerCausality

evaluate Granger Causality at multiple scales with the State Space formulation

danielemarinazzo/HOI

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

danielemarinazzo/dynamic_O_information

code for dynamic O information

danielemarinazzo/GC_SS_PNAS

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

danielemarinazzo/GT_trous

Code for multiscale Granger causality with "à trous" wavelet

danielemarinazzo/O_info_psycnet

description of code and tools to compute higher order psychological networks

danielemarinazzo/PSD_NET_comparison

danielemarinazzo/Analyzing_Neural_Time_Series

python implementations of Analyzing Neural Time Series Textbook

danielemarinazzo/brain-fingerprinting

Brain Fingerprinting and related topics.

danielemarinazzo/brainstorm3

Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology

danielemarinazzo/connectivity-measures-clustering

Clustering of functional connectivity measures and time series extraction pipelines

danielemarinazzo/controls_PID

danielemarinazzo/Dissecting-data-features-in-brain-steady-state-responses

EEG analysis with FOOOF and downstream classifiers for BCI application

danielemarinazzo/eeg-notebooks

A collection of classic EEG experiments implemented with Python and Jupyter notebooks

danielemarinazzo/fBOSC-Gent

danielemarinazzo/fdIID-toolbox

Matlab Tool for a frequency-specific quantification of higher-order measures for the study of complex systems. In particular, to assess the presence of redundacy or synergy in a network of interacting processes, the interaction information decomposition is provided in the frequency domain and related to the time domain through Block-Coherence estimator.

danielemarinazzo/FOOOF-Gent

danielemarinazzo/GOI

Gradients of O-information

danielemarinazzo/HyperNetX

Python package for hypergraph analysis and visualization.

danielemarinazzo/hyperplot

Short library to plot high-order interactions

danielemarinazzo/local_O_information

danielemarinazzo/local_O_information_general

extension of local O info for different type of variables, including discrete

danielemarinazzo/OIR

OIR - parametric computation of high-order interactions A Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions

danielemarinazzo/Rankhyperplot

A short high-level library to plot hypergraphs and O-information analysis based on HyperNetX, xgi and networkx.. It has the tools to highlight the most informative edges and variables

danielemarinazzo/sync_hr_videos

danielemarinazzo/TE_decomposition

Code for the decomposition of transfer entropy through conditioning

danielemarinazzo/test_brainstorm

some tests for brainstorm implementations

danielemarinazzo/TFG

Development of my TFG

danielemarinazzo/XML-pipeline