Review of brain-computer interface technology

Tien Tzu Hsueh Pao/Acta Electronica Sinica

Volumn 33, Issue 7, 2005, Pages 1234-1241

  Yang, Li Cai ^a   Li, Bai Min ^a   Li, Guang Lin ^b   Jia, Lei ^a  

^a SHANDONG UNIVERSITY   (China)

^b UNIVERSITY OF ILLINOIS AT CHICAGO   (United States)

Author keywords

Brain computer interface; Communication; Electroencephalogram; Event related potentials; Feature extraction

Indexed keywords

BIOELECTRIC POTENTIALS; BRAIN; CLASSIFICATION (OF INFORMATION); COMMUNICATION; ELECTROENCEPHALOGRAPHY; ELECTRONIC EQUIPMENT; FEATURE EXTRACTION; NEUROLOGY; PATTERN RECOGNITION; SIGNAL PROCESSING;

BRAIN COMPUTER INTERFACES; EVENT RELATED POTENTIAL; HUMAN ACTIONS; HUMAN LANGUAGES; LIVING QUALITY; NEUROMUSCULAR DYSFUNCTIONS;

INTERFACES (COMPUTER);

EID: 25144480518     PISSN: 03722112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (60)

1. J R Wolpaw, N Birbaumer, D J McFarland. Brain-Computer interface for communication and control[J]. Clinical Neurophysiology, 2002, 113(6): 767-791.
2. B Blankertz, G Dornhege, C Schäfer. Boosting bit rates and error detection for the classification of fast-paced motor commands based on single-trial EEC analysis[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 127-130.
3. N Neumann, A Kübler. Training Locked-in Patients: A challenge for the use of brain-computer interfaces[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 169-172.
4. Hesheng Liu, Xiaorong Gao, Fusheng Yang. Imagined hand movement identification based on spatiotemporal pattern recognition of EEG[A]. Proc of the 1st International IEEE EMBS Conference on Neural Engineering[C]. Capri island: IEEE, 2003: 599-602.
5. P R Kennedy, K D Adams. A decision tree for brain-computer interface devices[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 148-150.
6. E Curran, P Sykacck, S J Roberts. Cognitive tasks for driving a brain-computer interface system: a pilot study[J]. IEEE Transaction on Neural System and Rehabilitation Engineering, 2003, 12(1): 48-54.
7. J R Wolpaw, N Biibaumer, W J McFarland. Brain-Computer Interface Technology: A review of the first international meeting[J]. IEEE Transaction on Rehabilitation Engineering, 2000, 8(2): 164-173.
8. EEG-based communication[DB/OL]. http://www.ee.ic.ac.Uk/esearch/eural/bci/review.html, 2004-05-02.
9. Vaughan T M. EEG-based communication: prospects and problems[J]. IEEE Trans Rehabil Eng, 1996, 4(4): 425-430.
10. B Graimann, J E Huggins, S P Levine. Detection of ERP and ERD/ERS patterns in single ECG channels[A]. Proc of the 1st international IEEE EMBS Conference on Neural Engineering[C]. Capri island: IEEE, 2003, 614-616.
11. Vaughan T M. Guest editorial brain-computer interface technology: A review of the second international meeting[J]. IEEE Transaction on Neural System and Rehabilitation Engineering, 2003, 11(2): 94-109.
12. F Cincotti, D Mattia, C Babiloni. The use of EEC modifications due to motor imagery for brain-computer interfaces[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 131-133.
13. Sutler E E. The brain response interface: communication through visually-induced electrical brain response[J]. J Microcomput Appl, 1992, 15: 31-45.
14. Farwell L A, Donchin E. Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials[J]. Electroenceph Clin Neurophysiol, 1988, 70: 510-523.
15. B Z Allison, J A Pineda. ERP evoked by different matrix sizes: implication for a brain computer interface (BCI) system[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 110-112.
16. Pfurtscheller G. Prediction of the side of hand movements from single trial multichannel EEG data using neural networks[J]. Electroenceph Clin Neurophysiol, 1992, 82: 313-315.
17. Peltoranta M, Pfurtscheller G. Neural network based classification of non-averaged event-related EEG responses[J]. Med Biol Eng Comput, 1994, 32: 189-196.
18. Pfurtscheller G, et al. Differentiation between finger, toe and tongue movement in man based of 40 Hz EEG Electroenceph[J]. Clin Neurophysiol, 1994, 90: 56-460.
19. J D Bayliss. Use of the evoked potential P3 component for control in a virtual apartment[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 113-116.
20. M Moore. Real-world applications for brain-computer interface technology[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 162-165.
21. D R Kipke, R J Vetter, J C Williams. Silicon-substrate intracortical microelectrode arrays for long-term recording of neuronal spike activity in cerebral cortex[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 151-154.
22. P R Kennedy, R A E Bakay, M M Moore. Direct control of a computer from the human central nervous system[J]. IEEE Transaction on Rehabilitation Engineering, 2000, 8(2): 198-202.
23. C Guger, G Edlinger, W Harkam. How many people are able to operate an EEG-based brain-computer interface BCI[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 145-147.
24. Yong Li, Xiaorong Gao, Shangkai Gao. Classification of single-trial electroencephalogram during finger movement[J]. IEEE Transaction on Biomedical Engineering, 2004, 51(6): 1019-1025.
25. P Sykacek, S J Roberts, M Stokes. Adaptive BCI based on variational Bayesian Kalman filtering: An empirical evaluation[J]. IEEE Transaction on Biomedical Engineering, 2004, 51(5): 719-727.
26. A B Barreto, A M Taberner, L M Vicente. Neural network classification of spatio-temporal EEG readiness potentials[A]. Proc. of the 1996 15th Southern Biomedical Engineering Conference[C]. Dayton, USA: IEEE, 1996, 73-76.
27. J Deng, B He. Classification of imaginary tasks from three channels of EEG by using an artificial neural network[A]. Proc of the 25th Annual International Conference of the IEEE EMBs[C]. Cancun, Mexico: IEEE, 2003, 2289-2291.
28. E Haselsteiner, G Pfurtscheller. Using time-dependent neural networks for EEG classification[J]. IEEE Transaction on Rehabilitation Engineering, 2000, 8(4): 457-463.
29. T Felzer, B Freisleben. Analyzing EEG signals using the probability estimating guarded neural classifier[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(4): 361-371.
30. B L Lu, J Shin, M Ichikawa. Massively parallel classification of single-trial EEG signals using a min-max modular neural network[J]. IEEE Transaction on Biomedical Engineering, 2004, 51(3): 551-558.
31. A Rostov, M Polak, Parallel man-machine training in development of EEG-based cursor control[J]. IEEE Transaction on Rehabilitation Engineering, 2000, 8(2): 203-205.
32. D Garrert, D A Peterson, C W Anderson. Comparison of linear, nonlinear, and feature selection methods for EEG signal classification[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 141-144.
33. S A Neuper. Subject specific EEG patterns during moter imaginary[A]. Proc of the 19th Annual International Conference of the IEEE Transaction on Engineering in Medicine and Biology Society[C]. Chicago, USA: IEEE, 1997, 1530-1532.
34. E Y Tov, G F Inbar. Selection of relevant features for classification of movement-related potentials using a genetic algorithm[A]. Proc of the 23rd Annual EMBs International Conference[C]. Istanbul, Turkey: IEEE, 2001. 1364-1366.
35. S Lemm, C Schafer, Gabriel Curio. BCI competition 2003-data sets: probabilistic modeling of sensorimotor μ rhythms for classification of imaginary hand movement[J]. IEEE Transaction on Biomedical Engineering, 2004, 51(6): 1077-1080.
36. Ming Cheng, Xiaorong Gao, Shangkai Gao. Design and implementation of a brain-computer interface with high transfer rates[J]. IEEE Transaction on Biomedical Engineering, 2002, 49(10): 81-1186.
37. N Birbaumer, T Hinterberger, A Kubler. The Thought-Translation Device (TTD): neurobevioral mechanisms and clinical outcome[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 120-122.
38. R C Wu, S F Liang, C T Lin. Applications of event-related-potential-based brain computer interface to intelligent transportation systems[A]. Proc of the 2004 IEEE International Conference on Networking, Sensing and Control[C]. Taipei, China: IEEE, 2004, 813-818.
39. J R Wolpaw, D J McFarland. The Wadsworth center brain-computer interface (BCI) research and development program[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 204-207.
40. G E Birch, S G Mason, J F Borisoff. Current trends in brain-computer interface research at the Neil Squire foundation[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 123-126.
41. G Pfurtscheller, C Neuper. Graze-BCI: State of the art and clinical applications[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 177-180.
42. Xiaorong Gao, Dingfeng Xu, Ming Cheng. A BCI-based environmental controller for the motion-disabled[J]. IEEE Transaction on Neural Systems and Rehabilitation Engineering, 2003, 11(2): 137-140.