Scott Makeig

Orcid: 0000-0002-9048-8438

According to our database1, Scott Makeig authored at least 124 papers between 1995 and 2024.

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Bibliography

2024
Events in context - The HED framework for the study of brain, experience and behavior.
Frontiers Neuroinformatics, 2024

2023
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Dataset, November, 2023

Correction to: Building FAIR Functionality: Annotating Events in Time Series Data Using Hierarchical Event Descriptors (HED).
Neuroinformatics, July, 2023

A Comparison of Neuroelectrophysiology Databases.
CoRR, 2023

An Exploration of Optimal Parameters for Efficient Blind Source Separation of EEG Recordings Using AMICA.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023

2022
Building FAIR Functionality: Annotating Events in Time Series Data Using Hierarchical Event Descriptors (HED).
Neuroinformatics, 2022

Unsupervised learning of brain state dynamics during emotion imagination using high-density EEG.
NeuroImage, 2022

NEMAR: an open access data, tools and compute resource operating on neuroelectromagnetic data.
Database J. Biol. Databases Curation, 2022

Evaluation of skull conductivity using SCALE head tissue conductivity estimation using EEG.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

A Framework to Evaluate Independent Component Analysis applied to EEG signal: testing on the Picard algorithm.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Capturing the nature of events and event context using hierarchical event descriptors (HED).
NeuroImage, 2021

The open EEGLAB portal Interface: High-Performance computing with EEGLAB.
NeuroImage, 2021

Electroencephalographic Study on Sensory Integration in Visually Induced Postural Sway.
J. Cogn. Neurosci., 2021

Tools for Importing and Evaluating BIDS-EEG Formatted Data.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

Deep Convolutional Neural Network Applied to Electroencephalography: Raw Data vs Spectral Features.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Assessing learned features of Deep Learning applied to EEG.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
What Can Local Transfer Entropy Tell Us about Phase-Amplitude Coupling in Electrophysiological Signals?
Entropy, 2020

Neuroscience Gateway Enabling Large Scale Modeling and Data Processing in Neuroscience Research.
Proceedings of the PEARC '20: Practice and Experience in Advanced Research Computing, 2020

Computing Phase Amplitude Coupling in EEGLAB: PACTools.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

Improved cortical source localization of ICA-derived EEG components using a source scalp projection noise model.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019
Trial-by-trial source-resolved EEG responses to gait task challenges predict subsequent step adaptation.
NeuroImage, 2019

ICLabel: An automated electroencephalographic independent component classifier, dataset, and website.
NeuroImage, 2019

Measuring transient phase-amplitude coupling using local mutual information.
NeuroImage, 2019

The Open EEGLAB portal.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

2018
Modeling brain dynamic state changes with adaptive mixture independent component analysis.
NeuroImage, 2018

Applying dimension reduction to EEG data by Principal Component Analysis reduces the quality of its subsequent Independent Component decomposition.
NeuroImage, 2018

The Invisible Maze Task (IMT): Interactive Exploration of Sparse Virtual Environments to Investigate Action-Driven Formation of Spatial Representations.
Proceedings of the Spatial Cognition XI, 2018

STRUM: A New Dataset for Neuroergonomics Research.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Improving Classification Accuracy in Cortical Surface Recordings Using ICA-Based Features.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Online Automatic Artifact Rejection using the Real-time EEG Source-mapping Toolbox (REST).
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Unidirectional brain to muscle connectivity reveals motor cortex control of leg muscles during stereotyped walking.
NeuroImage, 2017

Crowd labeling latent Dirichlet allocation.
Knowl. Inf. Syst., 2017

2016
ICA-derived cortical responses indexing rapid multi-feature auditory processing in six-month-old infants.
NeuroImage, 2016

Simultaneous head tissue conductivity and EEG source location estimation.
NeuroImage, 2016

Preparing Laboratory and Real-World EEG Data for Large-Scale Analysis: A Containerized Approach.
Frontiers Neuroinformatics, 2016

Hierarchical Event Descriptors (HED): Semi-Structured Tagging for Real-World Events in Large-Scale EEG.
Frontiers Neuroinformatics, 2016

Volume Conduction Influences Scalp-Based Connectivity Estimates.
Frontiers Comput. Neurosci., 2016

Predicting decision accuracy and certainty in complex brain-machine interactions.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Source separation and localization of individual superficial forearm extensor muscles using high-density surface electromyography.
Proceedings of the International Symposium on Micro-NanoMechatronics and Human Science, 2016

High-resolution EEG source imaging of one-year-old children.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Enumeration of BC-subtrees of trees.
Theor. Comput. Sci., 2015

Real-Time Neuroimaging and Cognitive Monitoring Using Wearable Dry EEG.
IEEE Trans. Biomed. Eng., 2015

EEG imaging of toddlers during dyadic turn-taking: Mu-rhythm modulation while producing or observing social actions.
NeuroImage, 2015

Covariance-domain Dictionary Learning for Overcomplete EEG Source Identification.
CoRR, 2015

Comparison of foam-based and spring-loaded dry EEG electrodes with wet electrodes in resting and moving conditions.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Real-time EEG Source-mapping Toolbox (REST): Online ICA and source localization.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Non-parametric group-level statistics for source-resolved ERP analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Source-domain spectral EEG analysis of sports-related concussion via Measure Projection Analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Localization of More Sources Than Sensors via Jointly-Sparse Bayesian Learning.
IEEE Signal Process. Lett., 2014

Cortical surface alignment in multi-subject spatiotemporal independent EEG source imaging.
NeuroImage, 2014

RELICA: A method for estimating the reliability of independent components.
NeuroImage, 2014

Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals.
CoRR, 2014

Basis selection for maximally independent EEG sources.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Compressed Sensing for Energy-Efficient Wireless Telemonitoring of Noninvasive Fetal ECG Via Block Sparse Bayesian Learning.
IEEE Trans. Biomed. Eng., 2013

Compressed Sensing of EEG for Wireless Telemonitoring With Low Energy Consumption and Inexpensive Hardware.
IEEE Trans. Biomed. Eng., 2013

Grand Challenges in Mapping the Human Brain: NSF Workshop Report.
IEEE Trans. Biomed. Eng., 2013

Measure projection analysis: A probabilistic approach to EEG source comparison and multi-subject inference.
NeuroImage, 2013

The linear process mixture model.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Robust joint sparse recovery on data with outliers.
Proceedings of the IEEE International Conference on Acoustics, 2013

Hierarchical Event Descriptor (HED) tags for analysis of event-related EEG studies.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Towards an EEG search engine.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

CTAGGER: Semi-structured community tagging for annotation and data-mining in event-rich contexts.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

EyeCatch: Data-mining over half a million EEG independent components to construct a fully-automated eye-component detector.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Real-time modeling and 3D visualization of source dynamics and connectivity using wearable EEG.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Automated detection of cross-frequency coupling in the electrocorticogram for clinical inspection.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Comparison of averaging and regression techniques for estimating Event Related Potentials.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Towards an Affective Brain-Computer Interface Monitoring Musical Engagement.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Emotion Recognition from EEG during Self-Paced Emotional Imagery.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Evolving Signal Processing for Brain-Computer Interfaces.
Proc. IEEE, 2012

Low Energy Wireless Body-Area Networks for Fetal ECG Telemonitoring via the Framework of Block Sparse Bayesian Learning
CoRR, 2012

Recursive independent component analysis for online blind source separation.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Contrast Functions for Independent Subspace Analysis.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Brain oscillations in switching vs. focusing audio-visual attention.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Multivariate principal oscillation pattern analysis of ICA sources during seizure.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Stability of ICA decomposition across within-subject EEG datasets.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A physiologically motivated sparse, compact, and smooth (SCS) approach to EEG source localization.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Electrocortical activity is coupled to gait cycle phase during treadmill walking.
NeuroImage, 2011

EEGLAB, SIFT, NFT, BCILAB, and ERICA: New Tools for Advanced EEG Processing.
Comput. Intell. Neurosci., 2011

Modeling cortical source dynamics and interactions during seizure.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Estimation of task workload from EEG data: New and current tools and perspectives.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Electrocortical source imaging of intracranial EEG data in epilepsy.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

First Demonstration of a Musical Emotion BCI.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010
MATLAB-Based Tools for BCI Research.
Proceedings of the Brain-Computer Interfaces, 2010

Human Brain Dynamics Accompanying Use of Egocentric and Allocentric Reference Frames during Navigation.
J. Cogn. Neurosci., 2010

Human EEG Correlates of Spatial Navigation within Egocentric and Allocentric Reference Frames.
Proceedings of the Spatial Cognition VII, International Conference, 2010

Strong Sub- and Super-Gaussianity.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009
Identifying reliable independent components via split-half comparisons.
NeuroImage, 2009

Open Source Programming for Interpreted Language: Graphic Interface and Macro Bridging Interface in the EEGLAB Software.
Proceedings of the Fifth International Conference on Signal-Image Technology & Internet-Based Systems, 2009

Probabilistic Formulation of Independent Vector Analysis Using Complex Gaussian Scale Mixtures.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

A complex cross-spectral distribution model using Normal Variance Mean Mixtures.
Proceedings of the IEEE International Conference on Acoustics, 2009

Predicting Intended Movement Direction Using EEG from Human Posterior Parietal Cortex.
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009

Mind-Mirror: EEG-Guided Image Evolution.
Proceedings of the Human-Computer Interaction. Novel Interaction Methods and Techniques, 2009

Mind Monitoring via Mobile Brain-Body Imaging.
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009

Tonic Changes in EEG Power Spectra during Simulated Driving.
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009

2008
Analyzing High-Density ECG Signals Using ICA.
IEEE Trans. Biomed. Eng., 2008

Predicting Reaching Targets from Human EEG.
IEEE Signal Process. Mag., 2008

Tonic and phasic electroencephalographic dynamics during continuous compensatory tracking.
NeuroImage, 2008

Newton method for the ICA mixture model.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis.
NeuroImage, 2007

Model Selection for Convolutive ICA with an Application to Spatiotemporal Analysis of EEG.
Neural Comput., 2007

Independent Component Analysis of EEG Recorded During Two-Person Game Playing.
Appl. Artif. Intell., 2007

Multi-Scale EEG Brain Dynamics During Sustained Attention Tasks.
Proceedings of the IEEE International Conference on Acoustics, 2007

Modeling and Estimation of Dependent Subspaces with Non-radially Symmetric and Skewed Densities.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

Event-Related Brain Dynamics in Continuous Sustained-Attention Tasks.
Proceedings of the Foundations of Augmented Cognition, 2007

2006
Mapping single-trial EEG records on the cortical surface through a spatiotemporal modality.
NeuroImage, 2006

Spatio-temporal dynamics in fMRI recordings revealed with complex independent component analysis.
Neurocomputing, 2006

Analysis of Empirical Bayesian Methods for Neuroelectromagnetic Source Localization.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Super-Gaussian Mixture Source Model for ICA.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Model Structure Selection in Convolutive Mixtures.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Noninvasive Study of the Human Heart using Independent Component Analysis.
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006

2005
Frontal midline EEG dynamics during working memory.
NeuroImage, 2005

2004
Reliable Measurement of Cortical Flow Patterns Using Complex Independent Component Analysis of Electroencephalographic Signals.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Unraveling Spatio-temporal Dynamics in fMRI Recordings Using Complex ICA.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003
Complex independent component analysis of frequency-domain electroencephalographic data.
Neural Networks, 2003

2002
Single-Trial Variability in Event-Related BOLD Signals.
NeuroImage, 2002

From single-trial EEG to brain area dynamics.
Neurocomputing, 2002

Far-field electrophysiology reflects top-down control.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Imaging brain dynamics using independent component analysis.
Proc. IEEE, 2001

Eye Activity Correlates of Workload during a Visuospatial Memory Task.
Hum. Factors, 2001

1998
Analyzing and Visualizing Single-Trial Event-Related Potentials.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

1997
Estimating alertness from the EEG power spectrum.
IEEE Trans. Biomed. Eng., 1997

Extended ICA Removes Artifacts from Electroencephalographic Recordings.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997

1995
Using Feedforward Neural Networks to Monitor Alertness from Changes in EEG Correlation and Coherence.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995

Independent Component Analysis of Electroencephalographic Data.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995


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