AUTOMATIC DETECTION OF READINESS POTENTIAL

Pouya Ahmadian, Saeid Sanei, Luca Mussi, Luca Ascari, Maria Alessandra Umilta

References

  1. [1] H. Shibasaki and M. Hallett, What is the Bere-itschaftspotential, Clinical Neurophysiology, 117,2006, 2341-2356.
  2. [2] L. Deecke and H. H. Kornhuber, Human freedom,reasoned will, and the brain: The Bereitschaftspoten-tial story, in: M. Jahanshahi and M. Hallett, (Ed.),The Bereitschaftspotential: Movement-related corti-cal potentials, (New York: Kluver Academic/PlenumPublishers, 2003)
  3. [3] M. Jahanshahi and M. Hallett, The Bereitschaftspo-tential: What does it measure and where does itcome from, in: M. Jahanshahi and M. Hallett, (Ed.),The Bereitschaftspotential: Movement-related corti-cal potentials, (New York: Kluver Academic/PlenumPublishers, 2003).
  4. [4] J. A. Pineda, B. Z. Allison and A. Vankov, The effectsof self-movement, observation, and imagination onmu rhythms and readiness potentials (RP’s): towarda brain-computer interface (BCI), IEEE Transactionson Rehabilitation Engineering, 8(2), 2000, 219-222.
  5. [5] G. Kilner, C. Vargas, S. Duval, S. J. Blakemore andA. Sirigu, Motor activation prior to observation ofpredicted movement, Nature Neuroscience, 7, 2004,1299-1301.
  6. [6] C.J. Haw, D. Lowne and S. Roberts, User specifictemplate matching for event detection using singlechannel EEG, Graz 2006 conference on Brain Com-puter Interface, 2006.
  7. [7] S. Sanei and J. Chambers, EEG signal processing(Southern Gate, Chichester: John Wiley and SonsInc., 2007).
  8. [8] J. Onton, M. Westereld, J. Townsend and S. Makeig,Imaging human EEG dynamics using independentcomponent analysis, Neuroscience and BiobehavioralReviews , 30, 2006, 808-822.
  9. [9] S. Choi, A. Cichocki, and A. Beloucharni, Second or-der nonstationary source separation, Journal of VLSISignal Processing, 32(1-2), 2002, 93-104.
  10. [10] A. C. Tang, B. A. Pearlmutter, N. A. Malaszenkoand D. B. Phung, Independent components of magne-toencephalography: single-trial response onset times,Neuroimage , 17, 2002, 1773-1789.
  11. [11] A. C. Tang, B. A. Pearlmutter, N. A. Malaszenko, D.B. Phung and B. C. Reeb, Independent components ofmagnetoencephalography: localization, Neural Com-putation, 14, 2002, 1827-1858.
  12. [12] A. C. Tang, J. Y. Liu, and M. T. Sutherland, Recoveryof correlated neuronal sources from EEG: The goodand bad ways of using SOBI, NeuroImage, 28, 2005,507-519.
  13. [13] J. Escudero, R. Hornero, D. Ab´asolo and A.Fern´andez, Comparison of blind source separa-tion preprocessings applied to magnetoencephalo-gram recordings to improve the classification ofAlzheimer’s disease patients, International Journal ofBioelectromagnetism, 12(4), 2010, 183-189.
  14. [14] C. A. Joyce, I. F. Gorodnitsky and M. Kutas, Auto-matic removal of eye movement and blink artifactsfrom EEG data using blind component separation,Psychophysiology, 41, 2004, 313-325.86
  15. [15] A. C. Tang, M. T. Sutherland and C. J. McKinney,Validation of SOBI components from high densityEEG, NeuroImage, 2005, 539-553.
  16. [16] Y. Wang, M. T. Sutherland, L. L. Sanfratello and A. C.Tang, Single-trial classification of ERPs using secondorder blind identification (SOBI), Proceedings of theThird International Conference on Machine Learn-ing and Cybernetics, Shanghai, China, 2004, 7, 4246-4251.
  17. [17] A. Belouchrani, K. Abed-Meraim, J.-F. Cardoso andE. Moulines, A blind source separation technique us-ing second order statistics, IEEE Transactions on Sig-nal Processing, 45(2), 1997, 434-444.
  18. [18] Henesis WiModule, [Online] Available:http://www.henesis.eu/prod-wimodule-eng.htm,last visit: [7 October 2011].
  19. [19] S. M. akeig, A. J. Bell, T. P. Jung and T. J. Sejnowski,Independentcomponent analysis of electroencephalo-graphic data, Advances in Neural Information Pro-cessing Systems 8, 1996, 145-151.
  20. [20] I. Rektor, Scalp-recorded bereitschaftspotential is theresult of the activity of cortical and subcortical gen-erators a hypothesis, Clinical Neurophysiology, 113,2002, 1998-2005.

Important Links:

Go Back