Commenced in January 2007
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Motor Imagery Based Brain-Computer Interface for Cerebellar Impaired Patients

Authors: Young-Seok Choi

Abstract:

Cerebellar ataxia is a steadily progressive neurodegenerative disease associated with loss of motor control, leaving patients unable to walk, talk, or perform activities of daily living. Direct motor instruction in cerebella ataxia patients has limited effectiveness, presumably because an inappropriate closed-loop cerebellar response to the inevitable observed error confounds motor learning mechanisms. Could the use of EEG based BCI provide advanced biofeedback to improve motor imagery and provide a “backdoor” to improving motor performance in ataxia patients? In order to determine the feasibility of using EEG-based BCI control in this population, we compare the ability to modulate mu-band power (8-12 Hz) by performing a cued motor imagery task in an ataxia patient and healthy control.

Keywords: Motor imagery, Brain-Computer Interface, electroencephalogram, Cerebellar ataxia

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1106993

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References:


[1] C. Guger, G. Edlinger, W. Harkam, I. Niedermayer, G. Pfurtscheller, “How many people are able to operate an EEG-based brain-computer interface (BCI)?”, IEEE Trans Neural Systems and Rehabilitation Engineering, vol. 11, no. 2 pp. 145-147, June 2003.
[2] D. J. McFarland, L. M. McCane, S. V. David, J. R. Wolpaw, “Spatial filter selection for EEG-based communication”, Electroencephalography Clinical Neurophysiology, vol. 103, pp. 386-394, 1997.
[3] F. R. Brown, “Degenerative cerebellar ataxias", Neurology, vol. 9, pp.799-805, 1959.
[4] L. A. Liversedge, V. Emery, “Electroencephalographic changes in cerebellar degenerative lesions", Journal of Neurology and Neurosurgery Psychiatry, vol. 24, no. 4, pp. 326-330, 1961.
[5] L. Schols, C. Linnemann, C. Globas, “Electrophysiology in spinocerebellar ataxias: Spread of disease and characteristic findings", The cerebellum, pp. 198-203, 2008.
[6] M. Arai, H. Tanaka, R. D. Pascual-Marqui, K. Hirata, “Reduced brain electric activities of frontal lobe in cortical cerebellar atrophy", Clinical Neurophysiology, vol. 114, no. 4, pp.740-747, 2003.
[7] N. L. Zasorin, R. W. Baloh, L. B. Myers, “Acetazolamide-responsive episodic ataxia syndrome", Neurology, vol. 33, pp. 1212-1214, 1983.
[8] J. S. Kwon, B. F. O'Donnell, G. V. Wallenstein, R. W. Greene, Y. Hirayasu, P. G. Nestor, M. E. Hasselmo, G. F. Potts, M. E. Shenton, R. W. McCarley, “Gamma frequency-range abnormalities to auditory stimulation in schizophrenia", Archives of General Psychiatry, vol. 56, no. 11, pp. 1001-1005, Nov. 1999.
[9] B. A. Clementz, M. A. Geyer, D. L., Braff, “P50 Suppression among schizophrenia and normal comparison subjects: A methodological analysis", Biological Psychiatry, vol. 41, no. 10, pp. 1035-1044, May 1997.
[10] F. Battaglia, A. Quartarone, M. F. Ghilardia, R. Dattola,S. Bagnato, V. Rizzo, L. Morgante, P. Girlanda, “Unilateral cerebellar stroke disrupts movement preparation and motor imagery", Clinical Neurophysiology, vol. 117, no. 5, pp. 1009-1016, 2006.
[11] B. González, M. Rodriquez, C. Ramirez, M. Sabaté, “Disturbance of Motor Imagery After Cerebellar Stroke". Behavioral Neuroscience, vol. 119, no. 2, pp. 622-626 Apr. 2005.
[12] S. H. Ying, S. I. Choi, S. L. Perlman, R. W. Baloh, D. S. Zee, A. W. Toga, “Pontine and cerebellar atrophy correlate with clinical disability in SCA2", Neurology, vol. 66, no. 3, pp. 424-42, Feb. 2006.
[13] A. Chatterjee, V. Aggarwal, A. Ramos, S. Acharya, N. V. Thakor, “A brain-computer interface with vibrotactile biofeedback for haptic information." Journal of NeuroEngineering and Rehabilitation, vol. 4, no. 1, pp. 40, Oct. 2007.
[14] R. Bos, S. deWaele, P. Broersen, “Autoregressive spectral estimation by application of the Burg algorithm to irregularly sampled data", IEEE Transactions on Instrumentation and Measurement. vol. 51, no. 6, pp. 1289-1294, Dec. 2002.