article Open AccessTop 1% cited
Real-time neuroimaging and cognitive monitoring using wearable dry EEG
IEEE Transactions on Biomedical Engineering · 2015 · Vol. 62(11) · pp. 2553–2567
Tim Mullen✉(University of California, San Diego)Christian KotheYu Mike(Cognionics (United States))Alejandro OjedaTrevor Kerth(Kingston University)Scott Makeig(University of California, San Diego)Tzyy‐Ping Jung(University of California, San Diego)Gert Cauwenberghs(University of California, San Diego)
Abstract
This paper is the first validated application of these methods to 64-channel dry EEG. This study addresses a need for robust real-time measurement and interpretation of complex brain activity in the dynamic environment of the wearable setting. Such advances can have broad impact in research, medicine, and brain-computer interfaces. The pipelines are made freely available in the open-source SIFT and BCILAB toolboxes.
EEG and Brain-Computer InterfacesFunctional Brain Connectivity StudiesNeural dynamics and brain functionNeuroimagingElectroencephalographyWearable computerCognitionComputer sciencePsychologyNeuroscienceEmbedded system
MeSH terms
AdultAlgorithmsBrainCognitionElectroencephalographyHumansMaleTask Performance and AnalysisYoung AdultNeuroimagingBrain-Computer Interfaces
Funding
- Institut National de la Santé et de la Recherche Médicale
- Army Research Laboratory
Citations
790
FWCI
14.85
field-weighted impact
References
73
Percentile
99%
vs. same field & year
Citations per year
Cited by
The Harvard Automated Processing Pipeline for Electroencephalography (HAPPE): Standardized Processing Software for Developmental and High-Artifact Data
Frontiers in Neuroscience · 2018 · 536 citations
References
The brainweb: Phase synchronization and large-scale integration
Nature reviews. Neuroscience · 2001 · 4,800 citations
Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter
Technometrics · 1979 · 3,720 citations
Complex brain networks: graph theoretical analysis of structural and functional systems
Nature reviews. Neuroscience · 2009 · 11,885 citations
Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain
NeuroImage · 2002 · 16,610 citations
Localization of brain electrical activity via linearly constrained minimum variance spatial filtering
IEEE Transactions on Biomedical Engineering · 1997 · 2,709 citations
Model Selection and Estimation in Regression with Grouped Variables
Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 7,370 citations
Frontal midline theta and the error-related negativity: neurophysiological mechanisms of action regulation
Clinical Neurophysiology · 2004 · 553 citations
Source connectivity analysis with MEG and EEG
Human Brain Mapping · 2009 · 875 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.
