• 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