-
1
-
-
34548835360
-
-
Cambridge, MA: MIT Press
-
G. Dornhege, J. del, R. Milĺan, T. Hinterberger, D. McFarland, and K.-R. M̈uller, Eds., Toward Brain-Computer Interfacing. Cambridge, MA: MIT Press, 2007.
-
(2007)
Toward Brain-Computer Interfacing
-
-
Dornhege, G.1
Del, J.2
Milĺan, R.3
Hinterberger, T.4
Mcfarland, D.5
M̈uller, K.-R.6
-
2
-
-
85032751688
-
Optimizing spatial filters for robust EEG single-trial analysis
-
B. Blankertz, R. Tomioka, S. Lemm, M. Kawanabe, and K.-R. M̈uller, "Optimizing Spatial filters for Robust EEG Single-Trial Analysis, " IEEE Signal Proc. Magazine, vol. 25, no. 1, pp. 41-56, 2008.
-
(2008)
IEEE Signal Proc. Magazine
, vol.25
, Issue.1
, pp. 41-56
-
-
Blankertz, B.1
Tomioka, R.2
Lemm, S.3
Kawanabe, M.4
M̈uller, K.-R.5
-
3
-
-
79551538302
-
Regularizing common spatial patterns to improve bci designs: Unified theory and new algorithms
-
F. Lotte and C. Guan, "Regularizing common spatial patterns to improve bci designs: Unified theory and new algorithms, " IEEE Trans. Biomed. Eng., vol. 58, no. 2, pp. 355 -362, 2011.
-
(2011)
IEEE Trans. Biomed. Eng.
, vol.58
, Issue.2
, pp. 355-362
-
-
Lotte, F.1
Guan, C.2
-
4
-
-
84857884326
-
Stationary common spatial patterns for brain-computer interfacing
-
W. Samek, C. Vidaurre, K.-R. M̈uller, and M. Kawanabe, "Stationary common spatial patterns for brain-computer interfacing, " Journal of Neural Engineering, vol. 9, no. 2, p. 026013, 2012.
-
(2012)
Journal of Neural Engineering
, vol.9
, Issue.2
, pp. 026013
-
-
Samek, W.1
Vidaurre, C.2
M̈uller, K.-R.3
Kawanabe, M.4
-
5
-
-
67149094955
-
Composite common spatial pattern for subject-to-subject transfer
-
H. Kang, Y. Nam, and S. Choi, "Composite common spatial pattern for subject-to-subject transfer, " Signal Processing Letters, IEEE, vol. 16, no. 8, pp. 683 -686, 2009.
-
(2009)
Signal Processing Letters, IEEE
, vol.16
, Issue.8
, pp. 683-686
-
-
Kang, H.1
Nam, Y.2
Choi, S.3
-
6
-
-
70349969800
-
A regularized discriminative framework for EEG analysis with application to brain-computer interface
-
R. Tomioka and K.-R. M̈uller, "A regularized discriminative framework for EEG analysis with application to brain-computer interface, " NeuroImage, vol. 49, no. 1, pp. 415-432, 2009.
-
(2009)
NeuroImage
, vol.49
, Issue.1
, pp. 415-432
-
-
Tomioka, R.1
M̈uller, K.-R.2
-
7
-
-
78049377043
-
Learning from other subjects helps reducing Brain-Computer interface calibration time
-
F. Lotte and C. Guan, "Learning from other subjects helps reducing Brain-Computer interface calibration time, " in ICASSP'10: 35th IEEE International Conference on Acoustics, Speech, and Signal Processing, 2010, pp. 614-617.
-
(2010)
ICASSP'10: 35th IEEE International Conference on Acoustics, Speech, and Signal Processing
, pp. 614-617
-
-
Lotte, F.1
Guan, C.2
-
8
-
-
84855165937
-
Multi-subject learning for common spatial patterns in motor-imagery bci
-
D. Devlaminck, B. Wyns, M. Grosse-Wentrup, G. Otte, and P. Santens, "Multi-subject learning for common spatial patterns in motor-imagery bci, " Computational Intelligence and Neuroscience, vol. 2011, no. 217987, pp. 1-9, 2011.
-
(2011)
Computational Intelligence and Neuroscience
, vol.2011
, pp. 1-9
-
-
Devlaminck, D.1
Wyns, B.2
Grosse-Wentrup, M.3
Otte, G.4
Santens, P.5
-
10
-
-
8844278523
-
Learning the kernel matrix with semidefinite programming
-
G. R. G. Lanckriet, N. Cristianini, P. Bartlett, L. E. Ghaoui, and M. I. Jordan, "Learning the kernel matrix with semidefinite programming, " J. of Mach. Learn. Res., pp. 27-72, 2004.
-
(2004)
J. of Mach. Learn. Res.
, pp. 27-72
-
-
Lanckriet, G.R.G.1
Cristianini, N.2
Bartlett, P.3
Ghaoui, L.E.4
Jordan, M.I.5
-
11
-
-
79955848223
-
Lp-norm multiple kernel learning
-
M. Kloft, U. Brefeld, S. Sonnenburg, and A. Zien, "lp-norm multiple kernel learning, " Journal of Machine Learning Research, vol. 12, pp. 953-997, 2011.
-
(2011)
Journal of Machine Learning Research
, vol.12
, pp. 953-997
-
-
Kloft, M.1
Brefeld, U.2
Sonnenburg, S.3
Zien, A.4
-
12
-
-
84865281106
-
Insights from classifying visual concepts with multiple kernel learning
-
A. Binder, S. Nakajima, M. Kloft, C. M̈uller, W. Samek, U. Brefeld, K.-R. M̈uller, and M. Kawanabe, "Insights from classifying visual concepts with multiple kernel learning, " PLoS ONE, vol. 7, no. 8, p. e38897, 2012.
-
(2012)
PLoS ONE
, vol.7
, Issue.8
-
-
Binder, A.1
Nakajima, S.2
Kloft, M.3
M̈uller, C.4
Samek, W.5
Brefeld, U.6
M̈uller, K.-R.7
Kawanabe, M.8
-
13
-
-
83755195808
-
A brain-controlled rehabilitation system with multiple kernel learning
-
oct
-
H.-P. Huang, T.-H. Huang, Y.-H. Liu, Z.-H. Kang, and J.-T. Teng, "A brain-controlled rehabilitation system with multiple kernel learning, " in Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on, oct. 2011, pp. 591 -596.
-
(2011)
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference
, pp. 591-596
-
-
Huang, H.-P.1
Huang, T.-H.2
Liu, Y.-H.3
Kang, Z.-H.4
Teng, J.-T.5
-
14
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
C. J. C. Burges, "A tutorial on support vector machines for pattern recognition, " Data Mining and Knowledge Discovery, vol. 2, pp. 121- 167, 1998.
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, pp. 121-167
-
-
Burges, C.J.C.1
-
15
-
-
0035272287
-
An introduction to kernel-based learning algorithms
-
May
-
K.-R. M̈uller, S. Mika, G. R̈atsch, K. Tsuda, and B. Scḧolkopf, "An introduction to kernel-based learning algorithms, " IEEE Neural Networks, vol. 12, no. 2, pp. 181-201, May 2001.
-
(2001)
IEEE Neural Networks
, vol.12
, Issue.2
, pp. 181-201
-
-
M̈uller, K.-R.1
Mika, S.2
R̈atsch, G.3
Tsuda, K.4
Scḧolkopf, B.5
-
16
-
-
84858738634
-
Efficient and accurate lp-norm multiple kernel learning
-
MIT Press
-
M. Kloft, U. Brefeld, S. Sonnenburg, P. Laskov, K.-R. M̈uller, and A. Zien, "Efficient and accurate lp-norm multiple kernel learning, " in Advances in Neural Information Processing Systems 22. MIT Press, 2009, pp. 997-1005.
-
(2009)
Advances in Neural Information Processing Systems
, vol.22
, pp. 997-1005
-
-
Kloft, M.1
Brefeld, U.2
Sonnenburg, S.3
Laskov, P.4
M̈uller, K.-R.5
Zien, A.6
-
17
-
-
2442671691
-
Boosting bit rates in noninvasive eeg single-trial classifications by feature combination and multiclass paradigms
-
G. Dornhege, B. Blankertz, G. Curio, and K.-R. M̈uller, "Boosting bit rates in noninvasive eeg single-trial classifications by feature combination and multiclass paradigms, " IEEE Trans. Biomed. Eng., vol. 51, no. 6, pp. 993 -1002, 2004.
-
(2004)
IEEE Trans. Biomed. Eng.
, vol.51
, Issue.6
, pp. 993-1002
-
-
Dornhege, G.1
Blankertz, B.2
Curio, G.3
M̈uller, K.-R.4
-
18
-
-
70350221669
-
Subject-independent mental state classification in single trials
-
S. Fazli, F. Popescu, M. Dańoczy, B. Blankertz, K. M̈uller, and C. Grozea, "Subject-independent mental state classification in single trials, " Neural networks, vol. 22, no. 9, pp. 1305-1312, 2009.
-
(2009)
Neural Networks
, vol.22
, Issue.9
, pp. 1305-1312
-
-
Fazli, S.1
Popescu, F.2
Dańoczy, M.3
Blankertz, B.4
M̈uller, K.5
Grozea, C.6
-
19
-
-
79957495136
-
1-penalized linear mixed-effects models for high dimensional data with application to bci
-
S. Fazli, M. Dańoczy, J. Schelldorfer, and K.-R. M̈uller, "1-penalized linear mixed-effects models for high dimensional data with application to bci, " NeuroImage, vol. 56, no. 4, pp. 2100 - 2108, 2011.
-
(2011)
NeuroImage
, vol.56
, Issue.4
, pp. 2100-2108
-
-
Fazli, S.1
Dańoczy, M.2
Schelldorfer, J.3
M̈uller, K.-R.4
-
20
-
-
77952887332
-
Neurophysiological predictor of smr-based bci performance
-
B. Blankertz, C. Sannelli, S. Halder, E. M. Hammer, A. K̈ubler, K.-R. M̈uller, G. Curio, and T. Dickhaus, "Neurophysiological predictor of smr-based bci performance, " NeuroImage, vol. 51, no. 4, pp. 1303- 1309, 2010.
-
(2010)
NeuroImage
, vol.51
, Issue.4
, pp. 1303-1309
-
-
Blankertz, B.1
Sannelli, C.2
Halder, S.3
Hammer, E.M.4
K̈ubler, A.5
M̈uller, K.-R.6
Curio, G.7
Dickhaus, T.8
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