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
Link To Document :
بازگشت