Brain-Computer interfacing for users with cerebral palsy, challenges and opportunities

作者: Ian Daly , Martin Billinger , Reinhold Scherer , Gernot Müller-Putz

DOI: 10.1007/978-3-642-39188-0_67

关键词:

摘要: It has been proposed that hybrid Brain-computer interfaces (hBCIs) could benefit individuals with Cerebral palsy (CP). To this end we review the results of two BCI studies undertaken a total 20 CP to determine if in user group can achieve control. Large performance differences are found between individuals. These investigated their possible causes. Differences subject characteristics observed significantly relate accuracy. Additionally, significant relationships also some and EEG components important for control. Therefore, it is suggested knowledge individual users may guide development towards overcoming challenges involved providing BCIs work well CP.

参考文章(19)
Cheng Ming, Gao Shangkai, None, An EEG-based cursor control system international conference of the ieee engineering in medicine and biology society. ,vol. 1, pp. 669- ,(1999) , 10.1109/IEMBS.1999.802747
B Z Allison, C Brunner, V Kaiser, G R Müller-Putz, C Neuper, G Pfurtscheller, Toward a hybrid brain-computer interface based on imagined movement and visual attention. Journal of Neural Engineering. ,vol. 7, pp. 026007- 026007 ,(2010) , 10.1088/1741-2560/7/2/026007
Ellen Wood, Peter Rosenbaum, The Gross Motor Function Classification System for Cerebral Palsy: a study of reliability and stability over time Developmental Medicine & Child Neurology. ,vol. 42, pp. 292- 296 ,(2000) , 10.1017/S0012162200000529
C Neuper, G.R Müller, A Kübler, N Birbaumer, G Pfurtscheller, Clinical application of an EEG-based brain–computer interface: a case study in a patient with severe motor impairment Clinical Neurophysiology. ,vol. 114, pp. 399- 409 ,(2003) , 10.1016/S1388-2457(02)00387-5
J. Kalcher, D. Flotzinger, Ch. Neuper, S. Gölly, G. Pfurtscheller, Graz brain-computer interface II: towards communication between humans and computers based on online classification of three different EEG patterns. Medical & Biological Engineering & Computing. ,vol. 34, pp. 382- 388 ,(1996) , 10.1007/BF02520010
Wojciech Kulak, Wojciech Sobaniec, Comparisons of right and left hemiparetic cerebral palsy Pediatric Neurology. ,vol. 31, pp. 101- 108 ,(2004) , 10.1016/J.PEDIATRNEUROL.2004.01.009
Robert Leeb, Doron Friedman, Gernot R. Müller-Putz, Reinhold Scherer, Mel Slater, Gert Pfurtscheller, Self-paced (asynchronous) BCI control of a wheelchair in virtual environments: a case study with a tetraplegic Computational Intelligence and Neuroscience. ,vol. 2007, pp. 7- ,(2007) , 10.1155/2007/79642
I. Daly, F. Pichiorri, J. Faller, V. Kaiser, A. Kreilinger, R. Scherer, G. Muller-Putz, What does clean EEG look like international conference of the ieee engineering in medicine and biology society. ,vol. 2012, pp. 3963- 3966 ,(2012) , 10.1109/EMBC.2012.6346834
Else Odding, Marij E Roebroeck, Hendrik J Stam, None, The epidemiology of cerebral palsy: Incidence, impairments and risk factors Disability and Rehabilitation. ,vol. 28, pp. 183- 191 ,(2006) , 10.1080/09638280500158422
I. Daly, M. Billinger, R. Scherer, G. Muller-Putz, On the Automated Removal of Artifacts Related to Head Movement From the EEG international conference of the ieee engineering in medicine and biology society. ,vol. 21, pp. 427- 434 ,(2013) , 10.1109/TNSRE.2013.2254724