RtMEG: A real-time software interface for magnetoencephalography

Computational Intelligence and Neuroscience

Volumn 2011, Issue , 2011, Pages

  Weber, Douglas J ^d   Sudre, Gustavo ^a   Parkkonen, Lauri ^b   Bock, Elizabeth ^c   Baillet, Sylvain ^c   Wang, Wei ^d  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b AALTO UNIVERSITY   (Finland)

^c MEDICAL COLLEGE OF WISCONSIN   (United States)

^d UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACADEMIC COMMUNITY; BRAIN ACTIVITY; BRAIN MACHINE INTERFACE; CLINICAL RESEARCH; FRONTAL AREAS; MULTIPLE AREAS; NEUROFEEDBACK; OFF-LINE ANALYSIS; OPEN-SOURCE; POWER FLUCTUATIONS; REAL TIME; REAL TIME MONITORING; REAL-TIME SOFTWARE; REAL-TIME STUDIES; SOFTWARE INTERFACES; SOURCE IMAGING; SPATIO-TEMPORAL PROPERTIES; SPINAL CORD INJURY;

BRAIN; RADIOLOGY;

MAGNETOENCEPHALOGRAPHY;

ARTICLE; BRAIN; BRAIN MAPPING; COMPUTER INTERFACE; COMPUTER PROGRAM; ELECTROENCEPHALOGRAM; HUMAN; MAGNETOENCEPHALOGRAPHY; NEUROFEEDBACK; PHYSIOLOGY; SIGNAL PROCESSING; TIME;

BRAIN; BRAIN MAPPING; BRAIN WAVES; HUMANS; MAGNETOENCEPHALOGRAPHY; NEUROFEEDBACK; SIGNAL PROCESSING, COMPUTER-ASSISTED; SOFTWARE; TIME FACTORS; USER-COMPUTER INTERFACE;

EID: 79959272357     PISSN: 16875265     EISSN: 16875273     Source Type: Journal    
DOI: 10.1155/2011/327953     Document Type: Article

References (25)

1. Stufflebeam S. M., Tanaka N., Ahlfors S. P., Clinical applications of magnetoencephalography Human Brain Mapping 2009 30 6 1813 1823
2. Wheless J. W., Castillo E., Maggio V., Kim H. L., Breier J. I., Simos P. G., Papanicolaou A. C., Magnetoencephalography (MEG) and magnetic source imaging (MSI) Neurologist 2004 10 3 138 153 (Pubitemid 38724274)
3. MacKay D. J. C., Information-based objective functions for active data selection Neural Computation 1992 4 4 590 604
4. Chaloner K., Verdinelli I., Bayesian experimental design: a review Statistical Science 1995 10 3 273 304
5. Birbaumer N., Cohen L. G., Brain-computer interfaces: communication and restoration of movement in paralysis Journal of Physiology 2007 579 3 621 636 (Pubitemid 46404346)
6. Wang W., Collinger J. L., Perez M. A., Tyler-Kabara E. C., Cohen L. G., Birbaumer N., Brose S. W., Schwartz A. B., Boninger M. L., Weber D. J., Neural interface technology for rehabilitation: exploiting and promoting neuroplasticity Physical Medicine and Rehabilitation Clinics of North America 2010 21 1 157 178
7. Mellinger J., Schalk G., Braun C., Preissl H., Rosenstiel W., Birbaumer N., Kbler A., An MEG-based brain-computer interface (BCI) NeuroImage 2007 36 3 581 593 (Pubitemid 46915502)
8. Buch E., Weber C., Cohen L. G., Braun C., Dimyan M. A., Ard T., Mellinger J., Caria A., Soekadar S., Fourkas A., Birbaumer N., Think to move: a neuromagnetic brain-computer interface (BCI) system for chronic stroke Stroke 2008 39 3 910 917 (Pubitemid 351619582)
9. Lai T. N., Schrder M., Hill N. J., Preissl H., Hinterberger T., Mellinger J., Bogdan M., Rosenstiel W., Hofmann T., Birbaumer N., Schlkopf B., A brain computer interface with online feedback based on magnetoencephalography Proceedings of the 22nd International Conference on Machine Learning (ICML '05) August 2005 ACM 465 472
10. Rongen H., Hadamschek V., Schiek M., Real time data acquisition and online signal processing for magnetoencephalography IEEE Transactions on Nuclear Science 2006 53 3 704 708 (Pubitemid 44109335)
11. Hesse C. W., Oostenveld R., Heskes T., Jensen O., On the development of a brain- computer interfacesystem using high-density magnetoencephalogram signals for real-time control of a robot arm Proceedings of the 4th Annual Symposium of the Benelux Chapter of the IEEE Engineering in Medicine and Biology Society (EMBS '07) 2007 1 4
12. Sudre G., Wang W., Song T., Kajola M., Vinjamuri R., Collinger J., Degenhart A., Bagic A., Weber D. J., rtMEG: a real-time software toolbox for brain-machine interfaces using magnetoencephelography Proceedings of the 17th International Conference on Biomagnetism Advances in Biomagnetism (Biomag '10) April 2010 362 365
13. Uusitalo M. A., Ilmoniemi R. J., Signal-space projection method for separating MEG or EEG into components Medical and Biological Engineering and Computing 1997 35 2 135 140 (Pubitemid 27179923)
14. Fieldtrip buffer,. http://fieldtrip.fcdonders.nl/development/realtime/ buffer
15. Fieldtrip website,. http://fieldtrip.fcdonders.nl/
16. Schalk G., McFarland D. J., Hinterberger T., Birbaumer N., Wolpaw J. R., BCI2000: a general-purpose brain-computer interface (BCI) system IEEE Transactions on Biomedical Engineering 2004 51 6 1034 1043 (Pubitemid 38661459)
17. Brainstream software,. http://www.brainstream.nu/
18. Mathworks Matlab,. http://www.mathworks.com/
19. rtMEG documentation,. http://fieldtrip.fcdonders.nl/development/realtime/ neuromag
20. Brainstorm software,. http://www.neuroimage.usc.edu/brainstorm/
21. Brainvisa software,. http://www.brainvisa.info/
22. Huang M. X., Mosher J. C., Leahy R. M., A sensor-weighted overlapping-sphere head model and exhaustive head model comparison for MEG Physics in Medicine and Biology 1999 44 2 423 440
23. Baillet S., Mosher J. C., Leahy R. M., Electromagnetic brain mapping IEEE Signal Processing Magazine 2001 18 6 14 30 (Pubitemid 33090777)
24. Taulu S., Kajola M., Simola J., Suppression of interference and artifacts by the signal space separation method Brain Topography 2004 16 4 269 275 (Pubitemid 38988009)
25. Wang W., Sudre G. P., Xu Y., Decoding and cortical source localization for intended movement direction with MEG Journal of Neurophysiology 2010 104 5 2451 2461