Assessing the performance of Granger–Geweke causality: Benchmark dataset and simulation framework
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[1] Stefan Haufe,et al. A critical assessment of connectivity measures for EEG data: A simulation study , 2013, NeuroImage.
[2] Conrado A. Bosman,et al. How to detect the Granger-causal flow direction in the presence of additive noise? , 2015, NeuroImage.
[3] Hualou Liang,et al. Granger-Geweke causality: Estimation and interpretation , 2018, NeuroImage.
[4] Anil K. Seth,et al. Solved problems for Granger causality in neuroscience: A response to Stokes and Purdon , 2018, NeuroImage.
[5] S. Bressler,et al. Frequency decomposition of conditional Granger causality and application to multivariate neural field potential data , 2006, Journal of Neuroscience Methods.
[6] Luca Faes,et al. On the interpretability and computational reliability of frequency-domain Granger causality , 2017, F1000Research.
[7] Laura Astolfi,et al. The physiological plausibility of time-varying Granger-causal modeling: Normalization and weighting by spectral power , 2014, NeuroImage.
[8] Patrick L Purdon,et al. A study of problems encountered in Granger causality analysis from a neuroscience perspective , 2017, Proceedings of the National Academy of Sciences.
[9] Mingzhou Ding,et al. Estimating Granger causality from fourier and wavelet transforms of time series data. , 2007, Physical review letters.
[10] Stefan Haufe,et al. Validity of Time Reversal for Testing Granger Causality , 2015, IEEE Transactions on Signal Processing.
[11] Jessica A. Cardin,et al. Driving fast-spiking cells induces gamma rhythm and controls sensory responses , 2009, Nature.
[12] Mingzhou Ding,et al. Assessing Granger Causality in Electrophysiological Data: Removing the Adverse Effects of Common Signals via Bipolar Derivations , 2016, Front. Syst. Neurosci..
[13] G. Rangarajan,et al. Effect of measurement noise on Granger causality. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.
[14] Pierre Mégevand,et al. Functional Development of Large-Scale Sensorimotor Cortical Networks in the Brain , 2011, The Journal of Neuroscience.
[15] Mukesh Dhamala,et al. Benchmarking nonparametric Granger causality: Robustness against downsampling and influence of spectral decomposition parameters , 2018, NeuroImage.
[16] A. Grinvald,et al. Spatiotemporal Dynamics of Sensory Responses in Layer 2/3 of Rat Barrel Cortex Measured In Vivo by Voltage-Sensitive Dye Imaging Combined with Whole-Cell Voltage Recordings and Neuron Reconstructions , 2003, The Journal of Neuroscience.
[17] J. Geweke,et al. Measures of Conditional Linear Dependence and Feedback between Time Series , 1984 .
[18] Stefan Haufe,et al. Alleviating the Influence of Weak Data Asymmetries on Granger-Causal Analyses , 2012, LVA/ICA.
[19] Anil K. Seth,et al. The MVGC multivariate Granger causality toolbox: A new approach to Granger-causal inference , 2014, Journal of Neuroscience Methods.
[20] A. Inácio,et al. Gamma Oscillations in the Somatosensory Cortex of Newborn Rats , 2014, Bulletin of Experimental Biology and Medicine.
[21] Kevin D. Alloway,et al. Rat whisker motor cortex is subdivided into sensory-input and motor-output areas , 2013, Front. Neural Circuits.
[22] Alexandre Andrade,et al. Synthetic neuronal datasets for benchmarking directed functional connectivity metrics , 2015, PeerJ.
[23] M A Nicolelis,et al. Bilateral Integration of Whisker Information in the Primary Somatosensory Cortex of Rats , 2001, The Journal of Neuroscience.
[24] P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .
[25] Mattia F. Pagnotta,et al. Time-varying MVAR algorithms for directed connectivity analysis: Critical comparison in simulations and benchmark EEG data , 2018, PloS one.
[26] P. Mitra,et al. Analysis of dynamic brain imaging data. , 1998, Biophysical journal.
[27] G. Rangarajan,et al. Multivariate Granger causality: an estimation framework based on factorization of the spectral density matrix , 2013, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.
[28] G. Rangarajan,et al. Mitigating the effects of measurement noise on Granger causality. , 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.
[29] A. Sirota,et al. Early Gamma Oscillations Synchronize Developing Thalamus and Cortex , 2011, Science.
[30] D. Thomson,et al. Spectrum estimation and harmonic analysis , 1982, Proceedings of the IEEE.
[31] Jan-Mathijs Schoffelen,et al. A Tutorial Review of Functional Connectivity Analysis Methods and Their Interpretational Pitfalls , 2016, Front. Syst. Neurosci..
[32] K. Müller,et al. Robustly estimating the flow direction of information in complex physical systems. , 2007, Physical review letters.
[33] Mingzhou Ding,et al. Analyzing information flow in brain networks with nonparametric Granger causality , 2008, NeuroImage.