A Multivariate Granger Causality Concept towards Full Brain Functional Connectivity (original) (raw)

Canonical Granger causality applied to functional brain data

Syed Ashrafulla

2012

View PDFchevron_right

Analyzing brain networks with PCA and conditional Granger causality

Mingzhou Ding

Human Brain Mapping, 2009

View PDFchevron_right

A MATLAB toolbox for Granger causal connectivity analysis

anil seth

Journal of Neuroscience Methods, 2010

View PDFchevron_right

Exploring Effective Connectivity by a Granger Causality Approach with Embedded Dimension Reduction

Herbert Witte

Biomedical Engineering / Biomedizinische Technik, 2000

View PDFchevron_right

Dynamic Granger causality based on Kalman filter for evaluation of functional network connectivity in fMRI data

Jiří Jan

NeuroImage, 2010

View PDFchevron_right

Dynamics on networks: assessing functional connectivity with Granger causality

Mingzhou Ding

Computational and Mathematical Organization Theory, 2009

View PDFchevron_right

Granger Causality on Spatial Manifolds: applications to Neuroimaging

Erick Canales-rodríguez, Jose Bornot

Handbook of Time Series Analysis, 2006

View PDFchevron_right

Extended Granger causality: a new tool to identify the structure of physiological networks

Gianluca Rossato

Physiological measurement, 2015

View PDFchevron_right

Multivariate Granger causality analysis of fMRI data

Scott Peltier

Human Brain Mapping, 2009

View PDFchevron_right

Brain causality investigation based on FMRI images time series using dynamic causal modelling augmented by Granger Causality

Ashraf Mahroos

2011

View PDFchevron_right

NLGC: Network Localized Granger Causality with Application to MEG Directional Functional Connectivity Analysis

Dushyanthi Karunathilake

2022

View PDFchevron_right

Analyzing information flow in brain networks with nonparametric Granger causality

Mingzhou Ding

NeuroImage, 2008

View PDFchevron_right

GMAC: A Matlab toolbox for spectral Granger causality analysis of fMRI data

Roberta Sclocco

Computers in Biology and Medicine, 2012

View PDFchevron_right

Multivariate connectivity: a conceptual and mathematical review

Laura Marzetti

2020

View PDFchevron_right

Estimating brain functional connectivity with sparse multivariate autoregression

Erick Canales-rodríguez, Jose Bornot

Philosophical Transactions of The Royal Society B: Biological Sciences, 2005

View PDFchevron_right

Extracting neuronal functional network dynamics via adaptive Granger causality analysis

Jonathan Fritz

Proceedings of the National Academy of Sciences of the United States of America, 2018

View PDFchevron_right

A Parsimonious Granger Causality Formulation for Capturing Arbitrarily Long Multivariate Associations

Salvatore Nigro

2019

View PDFchevron_right

Demonstrating causal links between time series associated with fMRI data using Granger analysis

Ian Kirk

View PDFchevron_right

Evaluation of Granger Causality Measures for Constructing Networks from Multivariate Time Series

Dimitris Kugiumtzis

Entropy

View PDFchevron_right

Spatio-temporal Granger causality: A new framework

Mingzhou Ding, Qiang Luo

NeuroImage, 2013

View PDFchevron_right

Detecting directional influence in fMRI connectivity analysis using PCA based Granger causality

Mingzhou Ding

Brain Research, 2009

View PDFchevron_right

Bayesian Tensor Factorized Vector Autoregressive Models for Inferring Granger Causality Patterns from High-Dimensional Multi-subject Panel Neuroimaging Data

Abhra Sarkar

Cornell University - arXiv, 2022

View PDFchevron_right

On the statistical performance of Granger-causal connectivity estimators

Luiz Baccalá

Brain Informatics, 2015

View PDFchevron_right

Granger causality between multiple interdependent neurobiological time series: blockwise versus pairwise methods

Mingzhou Ding

International journal of neural systems, 2007

View PDFchevron_right

Measuring Granger Causality between Cortical Regions from Voxelwise fMRI BOLD Signals with LASSO

Gordon Shulman

PLoS Computational Biology, 2012

View PDFchevron_right

Comparison of different multivariate methods for the estimation of cortical connectivity: simulations and applications to EEG data

Melissa zavaglia

2005

View PDFchevron_right

Neuro-PC: Causal Functional Connectivity from Neural Dynamics

Rahul Biswas

arXiv: Neurons and Cognition, 2020

View PDFchevron_right

Inference of biological networks using Bi-directional Random Forest Granger causality

Yakoob Siyal

SpringerPlus, 2016

View PDFchevron_right

Measuring frequency domain granger causality for multiple blocks of interacting time series

Giandomenico Nollo

Biological Cybernetics, 2013

View PDFchevron_right

Frequency decomposition of conditional Granger causality and application to multivariate neural field potential data

Mingzhou Ding

Journal of Neuroscience Methods, 2006

View PDFchevron_right