Phase synchrony rate for the recognition of motor imagery in brain-computer interface

Advances in Neural Information Processing Systems

Volumn , Issue , 2005, Pages 1265-1272

  Song, Le ^a   Gordon, Evian ^b   Gysels, Elly ^c  

^a UNIVERSITY OF SYDNEY   (Australia)

^b WESTMEAD HOSPITAL   (Australia)

^c CSEM   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

AMPLITUDE INFORMATION; BRAIN-COMPUTER INTERFACES (BCI); COMMON SPATIAL PATTERNS; EEG RHYTHMS; INFORMATION TRANSFER RATE; MOTOR IMAGERY; NON-PARAMETRIC TEST; PHASE LOCKING VALUE; PHASE SYNCHRONY; RICH PHASE; SENSORIMOTOR CORTEX;

BRAIN COMPUTER INTERFACE;

EID: 41149083341     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. J.R. Wolpaw et al., "Brain-computer interface technology: a review of the first international meeting," IEEE Trans. Rehab. Eng., vol. 8, pp. 164-173, 2000.
2. T.M. Vaughan et al., "Brain-computer interface technonolgy: a review of the second international meeting," IEEE Trans. Rehab. Eng., vol. 11, pp. 94-109, 2003.
3. H. Ramoser, J. Müller-Gerking, and G. Pfurtscheller, "Optimal spatial filtering of single trial EEG during imagined hand movement," IEEE Trans. Rehab. Eng., vol. 8, pp. 441-446, 2000.
4. G. Dornhege, B. Blankertz, G. Curio, and K.R. Müller, "Combining features for BCI," Advances in Neural Inf. Proc. Systems (NIPS 02), vol. 15, pp. 1115-1122, 2003.
5. G. Dornhege, B. Blankertz, G. Curio, and K.R. Müller, "Boosting bit rates in non-invasive EEG single-trial classifications by feature combination and multi-class paradigms," IEEE Trans. Biomed. Eng., vol. 51, pp. 993-1002, 2004.
6. E. Rodriguez et al., "Perception's shadow: long distance synchronization of human brain activity," Nature, vol. 397, pp. 430-433, 1999.
7. F. Varela, J.P. Lachaux, E. Rodriguez, and J. Martinerie, "The brainweb: phase synchronization and large-scale integration," Nature Reviews Neuroscience, vol. 2, pp. 229-239, 2001.
8. W. Singer, and C.M. Gray, "Visual feature integration and the temporal correlation hypothesis," Annu. Rev. Neurosci, vol. 18, pp. 555-586, 1995.
9. P.R. Roelfsema, A.K. Engel, P. König, andW. Singer, "Visuomotor integration is associated with zero time-lag synchronization among cortical areas," Nature, vol. 385, pp. 157-161, 1997.
10. E. Gysels, and P. Celka, "Phase synchronization for the recognition of mental tasks in braincomputer interface," IEEE Trans. Neural Syst. Rehab. Eng., vol. 12, pp. 406-415, 2004.
11. C. Brunner, B. Graimann, J.E. Huggins, S.P Levine and G. Pfurtscheller, "Phase relationships between different subdural electrode recordings in man," Neurosci. Lett., vol. 275, pp.69-74, 2005.
12. L. Song, "Desynchronization network analysis for the recognition of imagined movement in BCIs,", Proc. of 27th IEEE EMBS conference, Shanghai, China, September 2005.
13. M. Le Van Quyen et al., "Comparison of Hilbert transform and wavelet methods for the analysis of neuronal synchrony," J. Neurosci. Methods, vol. 111, pp. 83-98, 2001.
14. M. Breakspear, L. Williams, and C.J. Stam, "A novel method for the topographic analysis of neural activity reveals formation and dissolution of 'dynmaic cell assemblies'," J. Comput. Neurosci., vol. 16, pp. 49-68, 2004.
15. M.J.A.M van Putten, "Proposed link rates in the human brain," J. of Neurosci. Methods, vol. 127, pp. 1-10, 2003.
16. L. Song, and J. Epps, "Improving separability of EEG signals during motor imagery with an efficient circular Laplacian," in preparation.
17. T.E. Nichols, and A.P. Holmes, "Nonparametric permutation tests for functional neuroimaging: a primer with examples," Human Brain Mapping, vol. 15, pp. 1-25, 2001.
18. Y.J. Wang, X.R. Gao, Z.G. Zhang, B. Hong, and S.K. Gao, "BCI competition III-data set IVa: classifying single-trial EEG during motor imagery with a small training set," IEEE Trans. Neural Syst. Rehab. Eng., submitted.