Phase synchrony measurement in motor cortex for classifying single-trial EEG during motor imagery

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2006, Pages 75-78

  Wang, Yijun ^a   Hong, Bo ^a   Gao, Xiaorong ^a   Gao, Shangkai ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Brain computer interface; Motor imagery; Phase synchrony

Indexed keywords

ALGORITHMS; BRAIN; ELECTROENCEPHALOGRAPHY; FEATURE EXTRACTION; MEDICAL IMAGING; ROBUSTNESS (CONTROL SYSTEMS);

BRAIN COMPUTER INTERFACE (BCI); MOTOR IMAGERY; PHASE SYNCHRONY; SUPPLEMENTARY MOTOR AREA (SMA);

HUMAN COMPUTER INTERACTION;

ADULT; ALGORITHM; ARTICLE; BRAIN MAPPING; CORTICAL SYNCHRONIZATION; EVOKED MUSCLE RESPONSE; FEMALE; HUMAN; IMAGINATION; MALE; METHODOLOGY; MOTOR CORTEX; MOVEMENT (PHYSIOLOGY); PHYSIOLOGY;

ADULT; ALGORITHMS; BRAIN MAPPING; CORTICAL SYNCHRONIZATION; EVOKED POTENTIALS, MOTOR; FEMALE; HUMANS; IMAGINATION; MALE; MOTOR CORTEX; MOVEMENT;

EID: 34047155713     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2006.259673     Document Type: Conference Paper

References (17)

1. J. R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller, and T. M. Vaughan, "Brain-computer interfaces for communication and control," Clin. Neurophysiol., vol. 113, pp. 767-791, 2002.
2. P. Dechent, K.-D. Merboldt, and J. Frahm, "Is the human primary motor cortex involved in motor imagery?" Cognitive Brain Res., vol. 19, pp. 138-144, 2004.
3. P. E. Roland, B. Larsen, N. A. Lassen, and E. Skinhoj, "Supplementary motor area and other cortical areas in organization of voluntary movements in man," J. Neurophysiol., vol. 43, pp. 118-136, 1980.
4. M.-P. Deiber, V. Ibanez, M. Honda, N. Sadato, R. Raman, and M. Hallett, "Cerebral Processes Related to Visuomotor Imagery and Generation of Simple Finger Movements Studied with Positron Emission Tomography," NeuroImage, vol. 7, pp. 73-85, 1998.
5. A. Spiegler, B. Graimann, and G. Pfurtscheller, "Phase coupling between different motor areas during tongue-movement imagery," Neurosci. Lett., vol. 369, pp. 50-54, 2004.
6. L. Leocani, C. Toro, P. Manganotti, P. Zhuang, and M. Hallett, "Event-related coherence and event-related desynchronization/ synchronization in the 10 Hz and 20 Hz EEG during self-paced movements," Electroencephalogr. Clin. Neurophysiol., vol. 104, pp. 199-206, 1997.
7. E. Gysels and P. Celka, "Phase synchronization for the recognition of mental tasks in a brain-computer interface," IEEE Trans. Neural. Syst. Rehabil. Eng., vol. 12, pp. 406-15, 2004.
8. W. Singer, "Neuronal synchrony: a versatile code for the definition of relations?" Neuron, vol. 24, pp. 49-65, 1999.
9. F. Varela, J.-P. Lachaux, E. Rodriguez, and J. Martinerie, "The brainweb: phase synchronization and large-scale integration," Nat. Rev. Neurosci., vol. 2, pp. 229-239, 2001.
10. J.-P. Lachaux, E. Rodriguez, J. Martinerie, and F. J. Varela, "Measuring phase synchrony in brain signals," Hum. Brain Mapp., vol. 8, pp. 194-208, 1999.
11. B. Hong, S. Acharya, Y. Ku, S. Gao, and N. Thakor, "Measurement of dynamic coupling of independent EEG components from cognitive tasks," Int. J. Bioelectromagnetism, vol. In press, 2006.
12. M. Le Van Quyen, J. Foucher, J.-P. Lachaux, E. Rodriguez, A. Lutz, J. Martinerie, and F. J. Varela, "Comparison of Hubert transform and wavelet methods for the analysis of neuronal synchrony," J. Neurosci. Meth., vol. 111, pp. 83-98, 2001.
13. G. Pfurtscheller, and F. H. Lopes da Silva, "Event-related EEG/MEG synchronization and desynchronization: basic principles," Clin. Neurophysiol., vol.110, pp.1842-1857, 1999.
14. W. Storm Van Leeuwen, G. Wieneke, P. Spoelstra, and H. Versteeg, "Lack of bilateral coherence of mu rhythm," Electroencephalogr. Clin. Neurophysiol., vol. 44, pp. 140-146, 1978.
15. G. Pfurtscheller, C. Neuper, A. Schlogl, and K. Lugger, "Separability of EEG signals recorded during right and left motor imagery using adaptive autoregressive parameters," IEEE Trans. Rehab. Eng., vol.6, no.3, pp.316-325, 1998.
16. H. Ramoser, J. M. Gerking, and G. Pfurtscheller, "Optimal spatial filtering of single trial EEG during imagined hand movement," IEEE Trans. Rehab. Eng., vol. 8, no.4, pp.441-446, 2000.
17. J. R. Wolpaw, D. J. McFarland, T. M. Vaughan, and G. Schalk, "The Wadsworth center brain-computer interface (BCI) research and development program," IEEE Trans. Rehab. Eng., vol. 11, no. 2, pp. 204-207, 2003.