A New Generation of Brain-Computer Interfaces Driven by Discovery of Latent EEG-fMRI Linkages Using Tensor Decomposition

A Brain-Computer Interface (BCI) is a setup permitting the control of external devices by decoding brain activity. Electroencephalography (EEG) has been extensively used for decoding brain activity since it is non-invasive, cheap, portable, and has high temporal resolution to allow real-time operati...

Full description

Saved in:
Bibliographic Details
Published inFrontiers in neuroscience Vol. 11; p. 246
Main Authors Deshpande, Gopikrishna, Rangaprakash, D., Oeding, Luke, Cichocki, Andrzej, Hu, Xiaoping P.
Format Journal Article
LanguageEnglish
Published Switzerland Frontiers Research Foundation 07.06.2017
Frontiers Media S.A
Subjects
Brain
Brain mapping
Brain research
brain-computer interface
Computer applications
Cross-modal
Decomposition
EEG
Electroencephalography
Functional magnetic resonance imaging
functional MRI
Implants
Interfaces
Neuroimaging
Neuroscience
NMR
Nuclear magnetic resonance
R&D
Research & development
Signal processing
simultaneous EEG/fMRI
Spatial discrimination
tensor decomposition
Poland
Los Angeles California
California
United States > US
functional MRI
simultaneous EEG/fMRI
EEG
brain-computer interface
tensor decomposition
Online AccessGet full text
ISSN1662-453X
1662-4548
1662-453X
DOI10.3389/fnins.2017.00246

Cover