Literature DB >> 24110155

Real-time modeling and 3D visualization of source dynamics and connectivity using wearable EEG.

Tim Mullen, Christian Kothe, Yu Mike Chi, Alejandro Ojeda, Trevor Kerth, Scott Makeig, Gert Cauwenberghs, Tzyy-Ping Jung.   

Abstract

This report summarizes our recent efforts to deliver real-time data extraction, preprocessing, artifact rejection, source reconstruction, multivariate dynamical system analysis (including spectral Granger causality) and 3D visualization as well as classification within the open-source SIFT and BCILAB toolboxes. We report the application of such a pipeline to simulated data and real EEG data obtained from a novel wearable high-density (64-channel) dry EEG system.

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Year:  2013        PMID: 24110155      PMCID: PMC4119601          DOI: 10.1109/EMBC.2013.6609968

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  9 in total

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Journal:  Neuroimage       Date:  2002-01       Impact factor: 6.556

2.  Bayesian model averaging in EEG/MEG imaging.

Authors:  Nelson J Trujillo-Barreto; Eduardo Aubert-Vázquez; Pedro A Valdés-Sosa
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3.  Error-related EEG potentials generated during simulated brain-computer interaction.

Authors:  Pierre W Ferrez; José del R Millan
Journal:  IEEE Trans Biomed Eng       Date:  2008-03       Impact factor: 4.538

4.  Dynamics of event-related causality in brain electrical activity.

Authors:  Anna Korzeniewska; Ciprian M Crainiceanu; Rafał Kuś; Piotr J Franaszczuk; Nathan E Crone
Journal:  Hum Brain Mapp       Date:  2008-10       Impact factor: 5.038

5.  Assessing the strength of directed influences among neural signals using renormalized partial directed coherence.

Authors:  Björn Schelter; Jens Timmer; Michael Eichler
Journal:  J Neurosci Methods       Date:  2009-01-20       Impact factor: 2.390

6.  A regularized discriminative framework for EEG analysis with application to brain-computer interface.

Authors:  Ryota Tomioka; Klaus-Robert Müller
Journal:  Neuroimage       Date:  2009-07-29       Impact factor: 6.556

7.  Performance monitoring is altered in adult ADHD: a familial event-related potential investigation.

Authors:  Gráinne McLoughlin; Bjoern Albrecht; Tobias Banaschewski; Aribert Rothenberger; Daniel Brandeis; Philip Asherson; Jonna Kuntsi
Journal:  Neuropsychologia       Date:  2009-07-28       Impact factor: 3.139

8.  OpenMEEG: opensource software for quasistatic bioelectromagnetics.

Authors:  Alexandre Gramfort; Théodore Papadopoulo; Emmanuel Olivi; Maureen Clerc
Journal:  Biomed Eng Online       Date:  2010-09-06       Impact factor: 2.819

9.  EEGLAB, SIFT, NFT, BCILAB, and ERICA: new tools for advanced EEG processing.

Authors:  Arnaud Delorme; Tim Mullen; Christian Kothe; Zeynep Akalin Acar; Nima Bigdely-Shamlo; Andrey Vankov; Scott Makeig
Journal:  Comput Intell Neurosci       Date:  2011-05-05
  9 in total
  96 in total

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2.  Electroencephalographic Evidence of Abnormal Anticipatory Uncertainty Processing in Gambling Disorder Patients.

Authors:  Alberto Megías; Juan F Navas; Ana Perandrés-Gómez; Antonio Maldonado; Andrés Catena; José C Perales
Journal:  J Gambl Stud       Date:  2018-06

3.  Detecting Glaucoma With a Portable Brain-Computer Interface for Objective Assessment of Visual Function Loss.

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Journal:  JAMA Ophthalmol       Date:  2017-06-01       Impact factor: 7.389

4.  Group-level cortical and muscular connectivity during perturbations to walking and standing balance.

Authors:  Steven M Peterson; Daniel P Ferris
Journal:  Neuroimage       Date:  2019-05-18       Impact factor: 6.556

5.  Independent component processes underlying emotions during natural music listening.

Authors:  Lars Rogenmoser; Nina Zollinger; Stefan Elmer; Lutz Jäncke
Journal:  Soc Cogn Affect Neurosci       Date:  2016-04-11       Impact factor: 3.436

6.  Brain-computer interface control in a virtual reality environment and applications for the internet of things.

Authors:  Christopher G Coogan; Bin He
Journal:  IEEE Access       Date:  2018-02-27       Impact factor: 3.367

7.  Workshops of the Fifth International Brain-Computer Interface Meeting: Defining the Future.

Authors:  Jane E Huggins; Christoph Guger; Brendan Allison; Charles W Anderson; Aaron Batista; Anne-Marie A-M Brouwer; Clemens Brunner; Ricardo Chavarriaga; Melanie Fried-Oken; Aysegul Gunduz; Disha Gupta; Andrea Kübler; Robert Leeb; Fabien Lotte; Lee E Miller; Gernot Müller-Putz; Tomasz Rutkowski; Michael Tangermann; David Edward Thompson
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8.  Tracking non-stationary EEG sources using adaptive online recursive independent component analysis.

Authors:  Sheng-Hsiou Hsu; Luca Pion-Tonachini; Tzyy-Ping Jung; Gert Cauwenberghs
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2015

9.  Source-domain spectral EEG analysis of sports-related concussion via Measure Projection Analysis.

Authors:  Ozgur Balkan; Naznin Virji-Babul; Makoto Miyakoshi; Scott Makeig; Harinath Garudadri
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2015

10.  Real-time EEG Source-mapping Toolbox (REST): Online ICA and source localization.

Authors:  Luca Pion-Tonachini; Sheng-Hsiou Hsu; Scott Makeig; Tzyy-Ping Jung; Gert Cauwenberghs
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2015
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