DocumentCode
3055004
Title
NeuroTRIP: A Framework for Bridging between Open Source Software. Application to Training a Brain Machine Interface
Author
Grandchamp, Romain ; Delorme, Arnaud
Author_Institution
Centre de Rech. Cerveau et Cognition, CNRS, Toulouse, France
fYear
2009
fDate
Nov. 29 2009-Dec. 4 2009
Firstpage
451
Lastpage
457
Abstract
Within the field of Brain Computer Interface, the sub-field of Neurofeedback that consists in training subjects to control specific brain rhythms is gaining momentum. Spatial filtering of brain source activities using Independent Component Analysis (ICA) may help subjects to specifically train specific brain regions. Here we propose an integrated platform built on top of two Open Source software namely BCI2000 and EEGLAB, to design and run source-based ICA Neurofeedback experiments. Our public software NeuroTRIP (Neurofeedback TRaining Ica Program) automates the sequence of procedure necessary to train a computer program to recognize brain sources and apply this training to isolate these sources in real time and provide feedback to subjects. In addition to provide an innovative technique for EEG Brain Machine Interface protocols, it will offer a flexible open source tool to conduct controlled experiments on neurotherapy methodology and results.
Keywords
biology computing; brain-computer interfaces; electroencephalography; independent component analysis; public domain software; BCI2000; EEG brain machine interface protocols; EEGLAB; Neurofeedback TRaining lca Program; brain computer interface; brain rhythms; brain source activities; flexible open source tool; independent component analysis; open source software; public software NeuroTRIP; source based ICA Neurofeedback experiments; spatial filtering; Brain; Electrodes; Electroencephalography; Neurofeedback; Rhythm; Software; Training; BCI; ICA; OSS; neurofeedback;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal-Image Technology & Internet-Based Systems (SITIS), 2009 Fifth International Conference on
Conference_Location
Marrakesh
Print_ISBN
978-1-4244-5740-3
Electronic_ISBN
978-0-7695-3959-1
Type
conf
DOI
10.1109/SITIS.2009.76
Filename
5633947
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