Non-invasive brain-actuated control of a mobile robot

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2003, Pages 1121-1126

  Millan, Jose Del R ^a,b   Renkens, Frederic ^b   Mourino, Josep ^c   Gerstner, Wulfram ^b  

^a IDIAP RESEARCH INSTITUTE   (Switzerland)

^b EPFL   (Switzerland)

^c UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN ELECTRICAL ACTIVITY; COMPLEX SEQUENCES; CONTINUOUS CONTROL; ELECTROENCEPHALOGRAM SIGNALS; HUMAN SUBJECTS; PROSTHETIC DEVICES; STATISTICAL CLASSIFIER; SURFACE ELECTRODE;

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); ELECTRODES; ELECTROENCEPHALOGRAPHY; MOBILE ROBOTS;

ROBOTICS;

EID: 84880809312     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. R. C. Arkin. Behavior-Based Robotics. MIT Press, Cambridge, Massachusetts, 1998.
2. N. Birbaumer, N. Ghanayim, T. Hinterberger, I. Iversen, B. Kotchoubey, A. Kubler, J. Perelmouter, E. Taub, and H. Flor. A spelling device for the paralysed. Nature, 398:297-298, 1999. (Pubitemid 129522960)
3. A. Hauser, P.-E. Sottas, and J. del R Millan. Temporal processing of brain activity for the recognition of EEG patterns. In Proc International Conference on Artificial Neural Networks, pages 1125-1130, Madrid, Spain, August 2002. Springer-Verlag.
4. P. R. Kennedy, R. Bakay, M. M. Moore, K. Adams, and J. Goldwaithe. Direct control of a computer from the human central nervous system. IEEE Trans, on Rehabilitation Engineering, 8:198-202, 2000. (Pubitemid 30437013)
5. T. Kohonen. Self Organizing Maps, 2nd ed. Springer-Verlag, Berlin, 1997.
6. C. M. Michel, G. Thut, S. Morand, A. Khateb, A. Pegna, R. Grave de Peralta, S. Gonzalez, M. Seeck, and T. Landis. Electric source imaging of human brain functions. Brain Research Reviews, 36:108-118,2001. (Pubitemid 33020740)
7. J. del R. Millan. Brain-computer interfaces. In M. A. Arbib (ed.), Handbook of Brain Theory and Neural Networks, pp. 178-181. MIT Press, Cambridge, Massachusetts, 2002.
8. J. del R. Millan, J. Mourino, M. Franze, F. Cincotti, M. Varsta, J. Heikkonen, and F. Babiloni. A local neural classifier for the recognition of EEG patterns associated to mental tasks. IEEE Trans, on Neural Networks, 13:678-686,2002. (Pubitemid 34669655)
9. F. Perrin, J. Pernier, O. Bertrand, and J. Echallier. Spherical spline for potential and current density mapping. Electroencephalography and Clinical Neurophysiology, 72:184-187, 1989. (Pubitemid 19045239)
10. F. Perrin, J. Pernier, O. Bertrand, and J. Echallier. Corrigendum EEG 02274. Electroencephalography and Clinical Neurophysiology, 76:565, 1990.
11. G. Pfurtscheller and C. Neuper. Motor imagery and direct brain-computer communication. Proceedings of the IEEE, 89:1123-1134, 2001. (Pubitemid 33766616)
12. S. J. Roberts and W. D. Penny. Real-time brain-computer interfacing: A preliminary study using Bayesian learning. Medical & Biological Engineering & Computing, 38:56-61, 2000.
13. M. D. Serruya, N. G. Hatsopoulos, L. Paninski, M. R. Fellows, and J. Donoghue. Instant neural control of a movement signal. Nature, 416:141-142,2002. (Pubitemid 34246464)
14. D. M. Taylor, S. I. Helms Tillery, and A. B. Schwartz. Direct cortical control of 3D neuroprosthetic devices. Science, 296:1829-1832, 2002.
15. J. Wessberg, C. R. Stambaugh, J. D. Kralik, P. D. Beck, M. Laubach, J. K. Chapin, J. Kim, S. J. Biggs, M. A. Srinivassan, and M. A. L. Nicolelis. Real-time prediction of hand trajectory by ensembles of cortical neurons in primates. Nature, 408:361-365, 2000.
16. J. R. Wolpaw and D. J. McFarland. Multichannel EEG-based brain-computer communication. Electroencephalography and Clinical Neurophysiology, 90:444-449, 1994.
17. J. R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller, and T. M. Vaughan. Brain-computer interfaces for communication and control. Clinical Neurophysiology, 113:767-791, 2002. (Pubitemid 34621187)