-
1
-
-
0036271135
-
Brain-computer interface for communication and control
-
June
-
J. R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller, and T. M. Vaughan, "Brain-computer interface for communication and control, " Clin. Neurophsiol., vol. 133, pp. 767-791, June 2002.
-
(2002)
Clin. Neurophsiol.
, vol.133
, pp. 767-791
-
-
Wolpaw, J.R.1
Birbaumer, N.2
Mcfarland, D.J.3
Pfurtscheller, G.4
Vaughan, T.M.5
-
2
-
-
33746411637
-
The BCI competition III: Validation alternative approach to actual BCI problems
-
June
-
B. Blankertz et al., "The BCI competition III: validation alternative approach to actual BCI problems, " IEEE Trans. Neural Syst. Rehabil. Eng., vol. 14, pp. 153-159, June 2006.
-
(2006)
IEEE Trans. Neural Syst. Rehabil. Eng.
, vol.14
, pp. 153-159
-
-
Blankertz, B.1
-
3
-
-
0041353047
-
Linear and nonlinear methods for brain-computer interfaces
-
June
-
K.-R.Müller, C.W. Anderson, and G. E. Birch, "Linear and nonlinear methods for brain-computer interfaces, " IEEE Trans. Neural Syst. Rehabil. Eng., vol. 11, pp. 165-169, June 2003.
-
(2003)
IEEE Trans. Neural Syst. Rehabil. Eng.
, vol.11
, pp. 165-169
-
-
Müller, K.-r.1
Anderson, C.W.2
Birch, G.E.3
-
4
-
-
0042354786
-
Comparison of linear, nonlinear, and feature selection methods for EEG signal classification
-
June
-
D. Garrett, D. A. Peterson, C. W. Anderson, and M. H. Thaut, "Comparison of linear, nonlinear, and feature selection methods for EEG signal classification, " IEEE Trans. Neural Syst. Rehabil. Eng., vol.11, pp. 141-144, June 2003.
-
(2003)
IEEE Trans. Neural Syst. Rehabil. Eng.
, vol.11
, pp. 141-144
-
-
Garrett, D.1
Peterson, D.A.2
Anderson, C.W.3
Thaut, M.H.4
-
5
-
-
33644680231
-
Machine learning techniques for brain-computer interfaces
-
K.-R.Müller, M. Krauledat, G. Dornhege, G. Curio, and B. Blankertz, "Machine learning techniques for brain-computer interfaces, " Biomed. Technol., vol. 49, pp.11-22, 2004.
-
(2004)
Biomed. Technol.
, vol.49
, pp. 11-22
-
-
Müller, K.-r.1
Krauledat, M.2
Dornhege, G.3
Curio, G.4
Blankertz, B.5
-
6
-
-
84898934181
-
Classifying single trial EEG: Towards brain computer interfacing
-
T. G. Dietterich, S. Becker, and Z. Ghahramani, Eds. Cambridge, MA: MIT Press
-
B. Blankertz, G. Curio, and K.-R. Müller, "Classifying single trial EEG: towards brain computer interfacing, " in Advances in Neural Information Processing Systems, T. G. Dietterich, S. Becker, and Z. Ghahramani, Eds. Cambridge, MA: MIT Press, 2002, vol. 14.
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
-
-
Blankertz, B.1
Curio, G.2
Müller, K.-R.3
-
7
-
-
34247179140
-
A review of classification algorithms for EEG-based brain-computer interfaces
-
F. Lotte, M. Congedo, A. Lecuyer, F. Lamarche, and B. Arnaldi, "A review of classification algorithms for EEG-based brain-computer interfaces, " J. Neural Eng., vol. 4, pp. R1-R13, 2007.
-
(2007)
J. Neural Eng.
, vol.4
-
-
Lotte, F.1
Congedo, M.2
Lecuyer, A.3
Lamarche, F.4
Arnaldi, B.5
-
8
-
-
34247266129
-
A survey of signal processing algorithms in brain-computer interfaces based on electrical brain signals
-
A. Bashashati, M. Fatourechi, R. K. Ward, and G. E. Birch, "A survey of signal processing algorithms in brain-computer interfaces based on electrical brain signals, " J. Neural Eng., vol. 4, pp. R32-R57, 2007.
-
(2007)
J. Neural Eng.
, vol.4
-
-
Bashashati, A.1
Fatourechi, M.2
Ward, R.K.3
Birch, G.E.4
-
10
-
-
17644419719
-
On the classification of mental tasks: A performance comparison of neural and statistical approaches
-
G.A. Barreto, R.A. Frota, and F.N.S.de Medeiros, "On the classification of mental tasks: a performance comparison of neural and statistical approaches, " in Proc. 14th IEEE Workshop on Machine Learning for Single Processing, 2004, pp. 529-538.
-
(2004)
Proc. 14th IEEE Workshop on Machine Learning for Single Processing
, pp. 529-538
-
-
Barreto, G.A.1
Frota, R.A.2
Medeiros, F.N.S.De.3
-
11
-
-
0025641634
-
A new mode of communication between man and his surroundings
-
Dec.
-
Z. A. Keirn and J. I. Aunon, "A new mode of communication between man and his surroundings, " IEEE Trans. Biomed. Eng., vol. 37, pp. 1209-1214, Dec. 1990.
-
(1990)
IEEE Trans. Biomed. Eng.
, vol.37
, pp. 1209-1214
-
-
Keirn, Z.A.1
Aunon, J.I.2
-
12
-
-
84896764495
-
Support vector EEG classification in the fourier and time-frequency correlation domains
-
G. N. Garcia, T. Ebrahimi, and J.-M. Vesin, "Support vector EEG classification in the Fourier and time-frequency correlation domains, " in Proc. 1st Int. IEEE EMBS Conf. Neural Engineering, 2003, pp. 591-594.
-
(2003)
Proc. 1st Int. IEEE EMBS Conf. Neural Engineering
, pp. 591-594
-
-
Garcia, G.N.1
Ebrahimi, T.2
Vesin, J.-M.3
-
13
-
-
0033337021
-
Fisher discriminant analysis with kernels
-
S. Mika, G. Rätsch, J. Weston, B. Schölkopf, and K.-R. Müller, "Fisher discriminant analysis with kernels, " in Proc. IEEE Neural Networks Signal Processing Workshop, 1999, pp. 41-48.
-
(1999)
Proc. IEEE Neural Networks Signal Processing Workshop
, pp. 41-48
-
-
Mika, S.1
Rätsch, G.2
Weston, J.3
Schölkopf, B.4
Müller, K.-R.5
-
14
-
-
0035272287
-
An introduction to kernel-based learning algorithms
-
Mar.
-
K.-R. Müller, S. Mika, G. Rätsch, K. Tsuda, and B. Schölkopf, "An introduction to kernel-based learning algorithms, " IEEE Trans. Neural Networks, vol. 12, pp. 181-201, Mar. 2001.
-
(2001)
IEEE Trans. Neural Networks
, vol.12
, pp. 181-201
-
-
Müller, K.-R.1
Mika, S.2
Rätsch, G.3
Tsuda, K.4
Schölkopf, B.5
-
15
-
-
85014966887
-
A new approach to a brain-computer interface (BCI) based on learning vector quantization (LVQ3)
-
J. Kalcher, D. Flotzinger, and G. Pfurtscheller, "A new approach to a brain-computer interface (BCI) based on learning vector quantization (LVQ3), " in Proc. Annu. Int. IEEE EMBS Conf. 1992, pp. 1658-1659.
-
(1992)
Proc. Annu. Int. IEEE EMBS Conf.
, pp. 1658-1659
-
-
Kalcher, J.1
Flotzinger, D.2
Pfurtscheller, G.3
-
17
-
-
0003802343
-
-
Belmont, CA: Wadsworth
-
L. Breiman, J.H. Friedman, R.A. Olshen, and C. J. Stone, Classification and Regression Trees. Belmont, CA: Wadsworth, 1984.
-
(1984)
Classification and Regression Trees.
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
18
-
-
0026154509
-
A survey of decision tree classifier methodology
-
May-June
-
S. R. Safavian and D. Landgrebe, "A survey of decision tree classifier methodology, " IEEE Trans. Syst., Man, Cybern., vol. 21, pp. 660-674, May-June 1991.
-
(1991)
IEEE Trans. Syst., Man, Cybern.
, vol.21
, pp. 660-674
-
-
Safavian, S.R.1
Landgrebe, D.2
-
20
-
-
0032829330
-
Event-related EEG/MEG synchronization and desynchronization: Basic principles
-
Nov.
-
G. Pfurtscheller, and F. H. Lopes da Silva, "Event-related EEG/MEG synchronization and desynchronization: basic principles, " Clin. Neurophysiol., vol. 110, pp. 1842-1857, Nov. 1999.
-
(1999)
Clin. Neurophysiol.
, vol.110
, pp. 1842-1857
-
-
Pfurtscheller, G.1
Silva, F.H.L.D.2
-
21
-
-
11044230276
-
Classification of single trial EEG during motor imagery based on ERD
-
W. Jia, X. Zhao, H. Liu, X. Gao, S. Gao, and F. Yang, "Classification of Single Trial EEG during Motor Imagery based on ERD, " in Proc. 26th Annu. Int. IEEE EMBS Conf. 2004, pp. 5-8.
-
(2004)
Proc. 26th Annu. Int. IEEE EMBS Conf.
, pp. 5-8
-
-
Jia, W.1
Zhao, X.2
Liu, H.3
Gao, X.4
Gao, S.5
Yang, F.6
-
22
-
-
0032947239
-
Common spatial subspace decomposition applied to analysis of brain responses under multiple task conditions: A simulation study
-
Apr.
-
Y. Wang, P. Berg, and M. Scherg, "Common spatial subspace decomposition applied to analysis of brain responses under multiple task conditions: a simulation study, " Clin. Neurophysiol., vol. 110, pp. 604-614, Apr. 1999.
-
(1999)
Clin. Neurophysiol.
, vol.110
, pp. 604-614
-
-
Wang, Y.1
Berg, P.2
Scherg, M.3
-
23
-
-
2442690499
-
BCI competition 2003 data set IV: An algorithm based on CSSD and FDA for classifying single-trial EEG
-
June
-
Y. Wang, Z. Zhang, Y. Li, X. Gao, S. Gao, and F. Yang, "BCI competition 2003 data set IV: an algorithm based on CSSD and FDA for classifying single-trial EEG, " IEEE Trans. Biomed. Eng., vol. 51, pp. 1081-1086, June 2004.
-
(2004)
IEEE Trans. Biomed. Eng.
, vol.51
, pp. 1081-1086
-
-
Wang, Y.1
Zhang, Z.2
Li, Y.3
Gao, X.4
Gao, S.5
Yang, F.6
-
24
-
-
2442655412
-
Classification of single-trial electroencephalogram during finger movement
-
June
-
Y. Li, X. Gao, H. Liu, and S. Gao, "Classification of single-trial electroencephalogram during finger movement, " IEEE Trans. Biomed. Eng., vol. 51, pp. 1019-1025, June 2004.
-
(2004)
IEEE Trans. Biomed. Eng.
, vol.51
, pp. 1019-1025
-
-
Li, Y.1
Gao, X.2
Liu, H.3
Gao, S.4
-
25
-
-
84942576954
-
Comparison of different feature classifiers for brain computer interfaces
-
F. Cincotti et al., "Comparison of different feature classifiers for brain computer interfaces, " in Proc. 1st Int. IEEE EMBS Conf. Neural Engineering, 2003, pp. 645-647.
-
(2003)
Proc. 1st Int. IEEE EMBS Conf. Neural Engineering
, pp. 645-647
-
-
Cincotti, F.1
-
27
-
-
57649220811
-
Comparison of EEG pattern classification methods for brain-computer interfaces
-
N. S. Dias, M. Kamrunnahar, P. M. Mendes, S. J. Schiff, and J. H. Correia, "Comparison of EEG pattern classification methods for brain-computer interfaces, " in Proc. Annu. Int. IEEE EMBS Conf. 2007, pp. 2540-2543.
-
(2007)
Proc. Annu. Int. IEEE EMBS Conf.
, pp. 2540-2543
-
-
Dias, N.S.1
Kamrunnahar, M.2
Mendes, P.M.3
Schiff, S.J.4
Correia, J.H.5
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