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Automatic classification of artifactual ICA-components for artifact removal in EEG signals

Behavioral and brain functions, 2011-08, Vol.7 (1), p.30-30

2011

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Single-trial analysis and classification of ERP components — A tutorial

NeuroImage (Orlando, Fla.), 2011-05, Vol.56 (2), p.814-825

2011

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Identifying good practices for detecting inter-regional linear functional connectivity from EEG

NeuroImage (Orlando, Fla.), 2023-08, Vol.277, p.120218-120218, Article 120218

2023

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On the interpretation of weight vectors of linear models in multivariate neuroimaging

NeuroImage (Orlando, Fla.), 2014-02, Vol.87, p.96-110

2014

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A critical assessment of connectivity measures for EEG data: A simulation study

NeuroImage (Orlando, Fla.), 2013-01, Vol.64, p.120-133

2013

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Powerful Statistical Inference for Nested Data Using Sufficient Summary Statistics

Frontiers in human neuroscience, 2018-03, Vol.12, p.103-103

2018

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Functional connectivity of EEG is subject-specific, associated with phenotype, and different from fMRI

NeuroImage (Orlando, Fla.), 2020-09, Vol.218, p.117001-117001, Article 117001

2020

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Elucidating relations between fMRI, ECoG, and EEG through a common natural stimulus

NeuroImage (Orlando, Fla.), 2018-10, Vol.179, p.79-91

2018

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Robust estimation of noise for electromagnetic brain imaging with the champagne algorithm

NeuroImage (Orlando, Fla.), 2021-01, Vol.225, p.117411-117411, Article 117411

2021

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Detection of braking intention in diverse situations during simulated driving based on EEG feature combination

Journal of neural engineering, 2015-02, Vol.12 (1), p.016001-016001

2015

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Temporal Signatures of Criticality in Human Cortical Excitability as Probed by Early Somatosensory Responses

The Journal of neuroscience, 2020-08, Vol.40 (34), p.6572-6583

2020

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The Berlin Brain-Computer Interface: Progress Beyond Communication and Control

Frontiers in neuroscience, 2016-11, Vol.10, p.530-530

2016

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A benchmark for prediction of psychiatric multimorbidity from resting EEG data in a large pediatric sample

NeuroImage (Orlando, Fla.), 2022-09, Vol.258, p.119348-119348, Article 119348

2022

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Alterations in rhythmic and non‐rhythmic resting‐state EEG activity and their link to cognition in older age

NeuroImage (Orlando, Fla.), 2023-03, Vol.268, p.119810, Article 119810

2023

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Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework

NeuroImage (Orlando, Fla.), 2021-10, Vol.239, p.118309-118309, Article 118309

2021

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SPoC: A novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters

NeuroImage (Orlando, Fla.), 2014-02, Vol.86, p.111-122

2014

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Performance reserves in brain-imaging-based phenotype prediction

Cell reports (Cambridge), 2024-01, Vol.43 (1), p.113597-113597, Article 113597

2024

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EEG potentials predict upcoming emergency brakings during simulated driving

Journal of neural engineering, 2011-10, Vol.8 (5), p.056001-1-11

2011

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Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data

Proceedings of the IEEE, 2015-09, Vol.103 (9), p.1507-1530

2015

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IEEE_Xplore

Motor Imagery Classification Using Mu and Beta Rhythms of EEG with Strong Uncorrelating Transform Based Complex Common Spatial Patterns

Computational Intelligence and Neuroscience, 2016-01, Vol.2016, p.1489692-13

2016

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Optimizing event-related potential based brain-computer interfaces: a systematic evaluation of dynamic stopping methods

Journal of neural engineering, 2013-06, Vol.10 (3), p.036025-036025

2013

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Predicting lethal courses in critically ill COVID-19 patients using a machine learning model trained on patients with non-COVID-19 viral pneumonia

Scientific reports, 2021-06, Vol.11 (1), p.13205-13205, Article 13205

2021

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A Simulation Framework for Benchmarking EEG-Based Brain Connectivity Estimation Methodologies

Brain topography, 2019-07, Vol.32 (4), p.625-642

2019

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Poor Reconstruction of Complex Network Measures From M/EEG

International journal of psychophysiology, 2021-10, Vol.168, p.S87-S87

Haufe, Stefan

2021

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Sensorimotor Functional Connectivity: A Neurophysiological Factor Related to BCI Performance

Frontiers in neuroscience, 2020-12, Vol.14, p.575081-575081

2020

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Automatic classification of artifactual ICA-components for artifact removal in EEG signals

Single-trial analysis and classification of ERP components — A tutorial

Identifying good practices for detecting inter-regional linear functional connectivity from EEG

On the interpretation of weight vectors of linear models in multivariate neuroimaging

A critical assessment of connectivity measures for EEG data: A simulation study

Powerful Statistical Inference for Nested Data Using Sufficient Summary Statistics

Functional connectivity of EEG is subject-specific, associated with phenotype, and different from fMRI

Elucidating relations between fMRI, ECoG, and EEG through a common natural stimulus

Robust estimation of noise for electromagnetic brain imaging with the champagne algorithm

Detection of braking intention in diverse situations during simulated driving based on EEG feature combination

Temporal Signatures of Criticality in Human Cortical Excitability as Probed by Early Somatosensory Responses

The Berlin Brain-Computer Interface: Progress Beyond Communication and Control

A benchmark for prediction of psychiatric multimorbidity from resting EEG data in a large pediatric sample

Alterations in rhythmic and non‐rhythmic resting‐state EEG activity and their link to cognition in older age

Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework

SPoC: A novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters

Performance reserves in brain-imaging-based phenotype prediction

EEG potentials predict upcoming emergency brakings during simulated driving

Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data

Motor Imagery Classification Using Mu and Beta Rhythms of EEG with Strong Uncorrelating Transform Based Complex Common Spatial Patterns

Optimizing event-related potential based brain-computer interfaces: a systematic evaluation of dynamic stopping methods

Predicting lethal courses in critically ill COVID-19 patients using a machine learning model trained on patients with non-COVID-19 viral pneumonia

A Simulation Framework for Benchmarking EEG-Based Brain Connectivity Estimation Methodologies

Poor Reconstruction of Complex Network Measures From M/EEG

Sensorimotor Functional Connectivity: A Neurophysiological Factor Related to BCI Performance

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