Cargando…

Multivariate Analysis of Bivariate Phase-Amplitude Coupling in EEG Data Using Tensor Robust PCA

Cross-frequency coupling is emerging as a crucial mechanism that coordinates the integration of spectrally and spatially distributed neuronal oscillations. Recently, phase-amplitude coupling, a form of cross-frequency coupling, where the phase of a slow oscillation modulates the amplitude of a fast...

Descripción completa

Detalles Bibliográficos
Autores principales:	Munia, Tamanna T. K., Aviyente, Selin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8544646/ https://www.ncbi.nlm.nih.gov/pubmed/34181545 http://dx.doi.org/10.1109/TNSRE.2021.3092890

Ejemplares similares

Time-Frequency Based Phase-Amplitude Coupling Measure For Neuronal Oscillations
por: Munia, Tamanna T. K., et al.
Publicado: (2019)

Community detection in multi-frequency EEG networks
por: Karaaslanli, Abdullah, et al.
Publicado: (2023)

Graph-to-signal transformation based classification of functional connectivity brain networks
por: Munia, Tamanna Tabassum Khan, et al.
Publicado: (2019)

A practical introduction to EEG Time-Frequency Principal Components Analysis (TF-PCA)
por: Buzzell, George A., et al.
Publicado: (2022)

Multivariate Longitudinal Analysis with Bivariate Correlation Test
por: Adjakossa, Eric Houngla, et al.
Publicado: (2016)

Robust Estimation for Bivariate Poisson INGARCH Models
por: Kim, Byungsoo, et al.
Publicado: (2021)

Univariate, bivariate, and multivariate statistics using R: quantitative tools for data analysis and data science
por: Denis, Daniel J
Publicado: (2020)

EEG-Based Alzheimer’s Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network
por: Alessandrini, Michele, et al.
Publicado: (2022)

Phase-Amplitude Coupling of Neural Oscillations Can Be Effectively Probed with Concurrent TMS-EEG
por: Glim, Sarah, et al.
Publicado: (2019)

Delta-gamma phase-amplitude coupling as a biomarker of postictal generalized EEG suppression
por: Grigorovsky, Vasily, et al.
Publicado: (2020)

Phase–Amplitude Coupling and Epileptogenic Zone Localization of Frontal Epilepsy Based on Intracranial EEG
por: Ma, Huijuan, et al.
Publicado: (2021)

Spatially bivariate EEG-neurofeedback can manipulate interhemispheric inhibition
por: Hayashi, Masaaki, et al.
Publicado: (2022)

From Bivariate to Multivariate Analysis of Cytometric Data: Overview of Computational Methods and Their Application in Vaccination Studies
por: Lucchesi, Simone, et al.
Publicado: (2020)

Bivariate and Multivariate NeuroXidence: A Robust and Reliable Method to Detect Modulations of Spike–Spike Synchronization Across Experimental Conditions
por: Wu, Wei, et al.
Publicado: (2011)

Neurovascular coupling (NVC) in newborns using processed EEG versus amplitude-EEG
por: Das, Yudhajit, et al.
Publicado: (2021)

Tensorpac: An open-source Python toolbox for tensor-based phase-amplitude coupling measurement in electrophysiological brain signals
por: Combrisson, Etienne, et al.
Publicado: (2020)

A Novel EEG Based Spectral Analysis of Persistent Brain Function Alteration in Athletes with Concussion History
por: Munia, Tamanna T. K., et al.
Publicado: (2017)

Inferring the underlying multivariate structure from bivariate networks with highly correlated nodes
por: Loske, Philipp, et al.
Publicado: (2022)

EEG Phase-Amplitude Coupling Strength and Phase Preference: Association with Age over the First Three Years after Birth
por: Mariscal, Michael G., et al.
Publicado: (2021)

The power of multivariate approach in identifying EEG correlates of interlimb coupling
por: Hascher, Sophie, et al.
Publicado: (2023)

Models for association in bivariate survival data.
por: Fujii, Y
Publicado: (1990)

Feasibility of EEG Phase-Amplitude Coupling to Stratify Encephalopathy Severity in Neonatal HIE Using Short Time Window
por: Wang, Xinlong, et al.
Publicado: (2022)

Quantitative EEG Signatures through Amplitude and Phase Modulation Patterns
por: Myers, Mark H., et al.
Publicado: (2017)

Consistent metagenomic biomarker detection via robust PCA
por: Alshawaqfeh, Mustafa, et al.
Publicado: (2017)

Bivariate tensor product [Formula: see text] -analogue of Kantorovich-type Bernstein-Stancu-Schurer operators
por: Cai, Qing-Bo, et al.
Publicado: (2017)

Kernelized multiview signed graph learning for single-cell RNA sequencing data
por: Karaaslanli, Abdullah, et al.
Publicado: (2023)

BROJA-2PID: A Robust Estimator for Bivariate Partial Information Decomposition
por: Makkeh, Abdullah, et al.
Publicado: (2018)

Conformal invariance of tensor bosons tree amplitudes
por: Antoniadis, Ignatios, et al.
Publicado: (2011)

Quantification of Effective Connectivity in the Brain Using a Measure of Directed Information
por: Liu, Ying, et al.
Publicado: (2012)

Phase-Amplitude Coupling in Spontaneous Mouse Behavior
por: Thengone, Daniel, et al.
Publicado: (2016)

Thalamocortical control of propofol phase-amplitude coupling
por: Soplata, Austin E., et al.
Publicado: (2017)

Empirical analysis of phase-amplitude coupling approaches
por: Caiola, Michael, et al.
Publicado: (2019)

The phase of ongoing EEG oscillations predicts the amplitude of peri-saccadic mislocalization
por: McLelland, Douglas, et al.
Publicado: (2016)

Robust PCA based method for discovering differentially expressed genes
por: Liu, Jin-Xing, et al.
Publicado: (2013)

Fingerprint Database Reconstruction Based on Robust PCA for Indoor Localization
por: Zhang, Lingwen, et al.
Publicado: (2019)

RobustTree: An adaptive, robust PCA algorithm for embedded tree structure recovery from single-cell sequencing data
por: Chen, Ziwei, et al.
Publicado: (2023)

Phase–amplitude coupling and the BOLD signal: A simultaneous intracranial EEG (icEEG) - fMRI study in humans performing a finger-tapping task
por: Murta, T., et al.
Publicado: (2017)

Blending type approximation by [Formula: see text] operators of bivariate tensor product of λ-Bernstein–Kantorovich type
por: Cai, Qing-Bo, et al.
Publicado: (2018)

Direct modulation index: A measure of phase amplitude coupling for neurophysiology data
por: Scherer, Maximilian, et al.
Publicado: (2022)

Rigor of Neurovascular Coupling (NVC) Assessment in Newborns Using Different Amplitude EEG Algorithms
por: Das, Yudhajit, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_e5pd567i9pohrr52vo7bp44gmm