Brain–computer interface using a simplified functional near-infrared spectroscopy system
Top Cited Papers
- 27 April 2007
- journal article
- Published by IOP Publishing in Journal of Neural Engineering
- Vol. 4 (3) , 219-226
- https://doi.org/10.1088/1741-2560/4/3/007
Abstract
A brain-computer interface (BCI) is a device that allows a user to communicate with external devices through thought processes alone. A novel signal acquisition tool for BCIs is near-infrared spectroscopy (NIRS), an optical technique to measure localized cortical brain activity. The benefits of using this non-invasive modality are safety, portability and accessibility. A number of commercial multi-channel NIRS system are available; however we have developed a straightforward custom-built system to investigate the functionality of a fNIRS-BCI system. This work describes the construction of the device, the principles of operation and the implementation of a fNIRS-BCI application, 'Mindswitch' that harnesses motor imagery for control. Analysis is performed online and feedback of performance is presented to the user. Mindswitch presents a basic 'on/off' switching option to the user, where selection of either state takes 1 min. Initial results show that fNIRS can support simple BCI functionality and shows much potential. Although performance may be currently inferior to many EEG systems, there is much scope for development particularly with more sophisticated signal processing and classification techniques. We hope that by presenting fNIRS as an accessible and affordable option, a new avenue of exploration will open within the BCI research community and stimulate further research in fNIRS-BCIs.Keywords
This publication has 26 references indexed in Scilit:
- Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain–computer interfaceNeuroImage, 2006
- On the suitability of near-infrared (NIR) systems for next-generation brain–computer interfacesPhysiological Measurement, 2004
- Guest editorial brain-computer interface technology: a review of the second international meetingIEEE Transactions on Neural Systems and Rehabilitation Engineering, 2003
- Physiological self-regulation of regional brain activity using real-time functional magnetic resonance imaging (fMRI): methodology and exemplary dataNeuroImage, 2003
- Brain–computer interfaces for communication and controlClinical Neurophysiology, 2002
- Brain–computer communication: Unlocking the locked in.Psychological Bulletin, 2001
- In Vivo Near-Infrared SpectroscopyAnnual Review of Biomedical Engineering, 2000
- Current trends in Graz brain-computer interface (BCI) researchIEEE Transactions on Rehabilitation Engineering, 2000
- Brain-computer interface technology: a review of the first international meetingIEEE Transactions on Rehabilitation Engineering, 2000
- Near infrared spectroscopy (NIRS): A new tool to study hemodynamic changes during activation of brain function in human adultsNeuroscience Letters, 1993