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Phase-based causality analysis with partial mutual information from mixed embedding

Chaos (Woodbury, N.Y.), 2022-05, Vol.32 (5), p.053111

2022

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Clinical utility and prospective of TMS–EEG

Clinical neurophysiology, 2019-05, Vol.130 (5), p.802-844

2019

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

Entropy (Basel, Switzerland), 2019-11, Vol.21 (11), p.1080

2019

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Assessment of resampling methods for causality testing: A note on the US inflation behavior

PloS one, 2017-07, Vol.12 (7), p.e0180852-e0180852

2017

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The Effect of a Hidden Source on the Estimation of Connectivity Networks from Multivariate Time Series

Entropy (Basel, Switzerland), 2021-02, Vol.23 (2), p.208

2021

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Chaos, Fractals and Complexity

1, 2023

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Detecting Nonlinear Interactions in Complex Systems: Application in Financial Markets

Entropy (Basel, Switzerland), 2023-02, Vol.25 (2), p.370

2023

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Critical dynamics in the spread of focal epileptic seizures: Network connectivity, neural excitability and phase transitions

PloS one, 2022-08, Vol.17 (8), p.e0272902-e0272902

2022

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Adaptation of Partial Mutual Information from Mixed Embedding to Discrete-Valued Time Series

Entropy (Basel, Switzerland), 2022-10, Vol.24 (11), p.1505

2022

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Volatility forecasts of stock index futures in China and the US–A hybrid LSTM approach

PloS one, 2022-07, Vol.17 (7), p.e0271595-e0271595

2022

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Comparison of discretization strategies for the model-free information-theoretic assessment of short-term physiological interactions

Chaos (Woodbury, N.Y.), 2023-03, Vol.33 (3), p.033127

2023

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Simulation Study of Direct Causality Measures in Multivariate Time Series

Entropy (Basel, Switzerland), 2013-07, Vol.15 (12), p.2635-2661

2013

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Measures of Analysis of Time Series ( MATS ): A MATLAB Toolkit for Computation of Multiple Measures on Time Series Data Bases

Journal of statistical software, 2010-02, Vol.33 (5)

2010

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Risk spillover networks in financial system based on information theory

PloS one, 2021-06, Vol.16 (6), p.e0252601-e0252601

2021

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EEG dynamical network analysis method reveals the neural signature of visual-motor coordination

PloS one, 2020-05, Vol.15 (5), p.e0231767-e0231767

2020

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QRStree: A prefix tree-based model to fetal QRS complexes detection

PloS one, 2019-10, Vol.14 (10), p.e0223057-e0223057

2019

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Granger Causality in Multivariate Time Series Using a Time-Ordered Restricted Vector Autoregressive Model

IEEE transactions on signal processing, 2016-04, Vol.64 (7), p.1759-1773

2016

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IEEE_Xplore

A Novel Connectome-based Electrophysiological Study of Subjective Cognitive Decline Related to Alzheimer’s Disease by Using Resting-state High-density EEG EGI GES 300

Brain sciences, 2020-06, Vol.10 (6), p.392

2020

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Correlation networks for identifying changes in brain connectivity during epileptiform discharges and transcranial magnetic stimulation

Sensors (Basel, Switzerland), 2014-07, Vol.14 (7), p.12585-12597

2014

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Adaptive Decomposition of Multicomponent Signals and Estimation of Phase Synchronization

IEEE transactions on signal processing, 2023-01, Vol.71, p.1-14

2023

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IEEE_Xplore

Dynamics of Epileptiform Discharges Induced by Transcranial Magnetic Stimulation in Genetic Generalized Epilepsy

International journal of neural systems, 2017-11, Vol.27 (7), p.1750037

2017

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Nonuniform state-space reconstruction and coupling detection

Physical review. E, Statistical, nonlinear, and soft matter physics, 2010-07, Vol.82 (1), Article 016207

2010

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Measuring Connectivity in Linear Multivariate Processes: Definitions, Interpretation, and Practical Analysis

Computational and mathematical methods in medicine, 2012-01, Vol.2012, p.140513-18

2012

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Dimension Reduction of Polynomial Regression Models for the Estimation of Granger Causality in High-Dimensional Time Series

IEEE transactions on signal processing, 2021, Vol.69, p.5638-5650

2021

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IEEE_Xplore

Auditory Fine-Tuned Suppressor of TMS-Clicks (TMS-Click AFTS): A Novel, Perceptually Driven/Tuned Approach for the Reduction in AEP Artifacts in TMS-EEG Studies

Applied sciences, 2023-01, Vol.13 (2), p.1047

2023

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Phase-based causality analysis with partial mutual information from mixed embedding

Clinical utility and prospective of TMS–EEG

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

Assessment of resampling methods for causality testing: A note on the US inflation behavior

The Effect of a Hidden Source on the Estimation of Connectivity Networks from Multivariate Time Series

Chaos, Fractals and Complexity

Detecting Nonlinear Interactions in Complex Systems: Application in Financial Markets

Critical dynamics in the spread of focal epileptic seizures: Network connectivity, neural excitability and phase transitions

Adaptation of Partial Mutual Information from Mixed Embedding to Discrete-Valued Time Series

Volatility forecasts of stock index futures in China and the US–A hybrid LSTM approach

Comparison of discretization strategies for the model-free information-theoretic assessment of short-term physiological interactions

Simulation Study of Direct Causality Measures in Multivariate Time Series

Measures of Analysis of Time Series ( MATS ): A MATLAB Toolkit for Computation of Multiple Measures on Time Series Data Bases

Risk spillover networks in financial system based on information theory

EEG dynamical network analysis method reveals the neural signature of visual-motor coordination

QRStree: A prefix tree-based model to fetal QRS complexes detection

Granger Causality in Multivariate Time Series Using a Time-Ordered Restricted Vector Autoregressive Model

A Novel Connectome-based Electrophysiological Study of Subjective Cognitive Decline Related to Alzheimer’s Disease by Using Resting-state High-density EEG EGI GES 300

Correlation networks for identifying changes in brain connectivity during epileptiform discharges and transcranial magnetic stimulation

Adaptive Decomposition of Multicomponent Signals and Estimation of Phase Synchronization

Dynamics of Epileptiform Discharges Induced by Transcranial Magnetic Stimulation in Genetic Generalized Epilepsy

Nonuniform state-space reconstruction and coupling detection

Measuring Connectivity in Linear Multivariate Processes: Definitions, Interpretation, and Practical Analysis

Dimension Reduction of Polynomial Regression Models for the Estimation of Granger Causality in High-Dimensional Time Series

Auditory Fine-Tuned Suppressor of TMS-Clicks (TMS-Click AFTS): A Novel, Perceptually Driven/Tuned Approach for the Reduction in AEP Artifacts in TMS-EEG Studies

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