-
1
-
-
0034470472
-
Designing optimal spatial filters for single-trial EEG classification in a movement task
-
Ramoser H., Muller-gerking J., Pfurtscheller G. Designing optimal spatial filters for single-trial EEG classification in a movement task. IEEE Trans. Rehab. Eng. 1999, 8:441-446.
-
(1999)
IEEE Trans. Rehab. Eng.
, vol.8
, pp. 441-446
-
-
Ramoser, H.1
Muller-gerking, J.2
Pfurtscheller, G.3
-
2
-
-
8344236020
-
Blind source separation via generalized eigenvalue decomposition
-
Parra L.C., Sajda P. Blind source separation via generalized eigenvalue decomposition. J. Mach. Learn. Res. 2003, 4:1261-1269.
-
(2003)
J. Mach. Learn. Res.
, vol.4
, pp. 1261-1269
-
-
Parra, L.C.1
Sajda, P.2
-
3
-
-
47649120727
-
Multiclass common spatial patterns and information theoretic feature extraction
-
Grosse-Wentrup M., Buss M. Multiclass common spatial patterns and information theoretic feature extraction. IEEE Trans. Biomed. Eng. 2008, 55(8):1991-2000.
-
(2008)
IEEE Trans. Biomed. Eng.
, vol.55
, Issue.8
, pp. 1991-2000
-
-
Grosse-Wentrup, M.1
Buss, M.2
-
4
-
-
79551538302
-
Regularizing common spatial patterns to improve BCI designs. unified theory and new algorithms
-
LOTTE F., GUAN C. Regularizing common spatial patterns to improve BCI designs. unified theory and new algorithms. IEEE Trans. Biomed. Eng. 2011, 58:355-362.
-
(2011)
IEEE Trans. Biomed. Eng.
, vol.58
, pp. 355-362
-
-
Lotte, F.1
Guan, C.2
-
5
-
-
85162002268
-
Invariant common spatial patterns. alleviating nonstationarities in brain-computer interfacing
-
MIT Press, Cambridge, MA
-
Blankertz B., Kawanabe M., Tomioka R., Hohlefeld F., Nikulin V., Muller K.R. Invariant common spatial patterns. alleviating nonstationarities in brain-computer interfacing. Advances in Neural Information Processing Systems 2008, vol. 20:113-120. MIT Press, Cambridge, MA.
-
(2008)
Advances in Neural Information Processing Systems
, vol.20
, pp. 113-120
-
-
Blankertz, B.1
Kawanabe, M.2
Tomioka, R.3
Hohlefeld, F.4
Nikulin, V.5
Muller, K.R.6
-
6
-
-
84857884326
-
Stationary common spatial patterns for brain-computer interfacing
-
026013
-
W. Samek, C. Vidaurre, K.-R. Muller, M. Kawanabe, Stationary common spatial patterns for brain-computer interfacing, J. Neural Eng. 9 (2) (2012) 026013.
-
(2012)
J. Neural Eng
, vol.9
, Issue.2
-
-
Samek, W.1
Vidaurre, C.2
Muller, K.-R.3
Kawanabe, M.4
-
7
-
-
26844572294
-
Spatio-spectral filters for improved classification of single trial EEG
-
Lemm S., Blankertz B., Curio G., Muller K.R. Spatio-spectral filters for improved classification of single trial EEG. IEEE Trans. Biomed. Eng 2005, 52:1541-1548.
-
(2005)
IEEE Trans. Biomed. Eng
, vol.52
, pp. 1541-1548
-
-
Lemm, S.1
Blankertz, B.2
Curio, G.3
Muller, K.R.4
-
8
-
-
84864032249
-
-
Optimizing spatio-temporal filters for improving brain-computer interfacing, in: Advances in Neural Information Processing Systems (NIPS 05), MIT Press
-
G. Dornhege, B. Blankertz, M. Krauledat, F. Losch, G. Curio, K.R. Muller, Optimizing spatio-temporal filters for improving brain-computer interfacing, in: Advances in Neural Information Processing Systems (NIPS 05), MIT Press, 2006, pp. 315-322.
-
(2006)
, pp. 315-322
-
-
Dornhege, G.1
Blankertz, B.2
Krauledat, M.3
Losch, F.4
Curio, G.5
Muller, K.R.6
-
9
-
-
84881542560
-
-
Spectrally Weighted Common Spatial Pattern Algorithm for Single Trial EEG Classification, Technical Report 40, Department of Mathematical Engineering, The University of Tokyo
-
R. Tomioka, G. Dornhege, G. Nolte, B. Blankertz, K. Aihara, K.-R. Müller, Spectrally Weighted Common Spatial Pattern Algorithm for Single Trial EEG Classification, Technical Report 40, Department of Mathematical Engineering, The University of Tokyo, 2006.
-
(2006)
-
-
Tomioka, R.1
Dornhege, G.2
Nolte, G.3
Blankertz, B.4
Aihara, K.5
Müller, K.-R.6
-
10
-
-
44349107795
-
Classifying single-trial EEG during motor imagery by iterative spatio-spectral patterns learning (isspl)
-
Wu W., Gao X., Hong B., Gao S. Classifying single-trial EEG during motor imagery by iterative spatio-spectral patterns learning (isspl). IEEE Trans. Biomed. Eng. 2008, 55(6):1733-1743. 10.1109/TBME.2008.919125.
-
(2008)
IEEE Trans. Biomed. Eng.
, vol.55
, Issue.6
, pp. 1733-1743
-
-
Wu, W.1
Gao, X.2
Hong, B.3
Gao, S.4
-
11
-
-
34249753618
-
-
Support-vector networks, Mach. Learn
-
V.N. Vapnik, C. Cortes, Support-vector networks, Mach. Learn. 20 (1995) 273-297.
-
(1995)
, vol.20
, pp. 273-297
-
-
Vapnik, V.N.1
Cortes, C.2
-
12
-
-
70350221669
-
-
Subject independent mental state classification in single trials, Neural Network
-
S. Fazli, F. Popescu, M. Danocyz, B. Blankertz, K.R. Muller, C. Grozea, Subject independent mental state classification in single trials, Neural Network 22(9) (2009) 1305-1312.
-
(2009)
, vol.22
, Issue.9
, pp. 1305-1312
-
-
Fazli, S.1
Popescu, F.2
Danocyz, M.3
Blankertz, B.4
Muller, K.R.5
Grozea, C.6
-
13
-
-
84881550496
-
-
Ensembles of temporal filters enhance classification performance for ERD-based BCI systems, in: Fourth International Brain-Computer Interface Workshop and Training Course
-
S. Fazli, C. Grozea, M. Donaczy, B. Blankertz, K.-R. Müller, F. Popescu, Ensembles of temporal filters enhance classification performance for ERD-based BCI systems, in: Fourth International Brain-Computer Interface Workshop and Training Course, 2008.
-
(2008)
-
-
Fazli, S.1
Grozea, C.2
Donaczy, M.3
Blankertz, B.4
Müller, K.-R.5
Popescu, F.6
-
15
-
-
84857063455
-
-
Mutual information-based selection of optimal spatial-temporal patterns for single-trial EEG-based BCIs, Pattern Recogn
-
K.K. Ang, Z.Y. Chin, H. Zhang, C. Guan, Mutual information-based selection of optimal spatial-temporal patterns for single-trial EEG-based BCIs, Pattern Recogn. 45(6) (2012) 2137-2144.
-
(2012)
, vol.45
, Issue.6
, pp. 2137-2144
-
-
Ang, K.K.1
Chin, Z.Y.2
Zhang, H.3
Guan, C.4
-
16
-
-
78651271654
-
Optimum spatio-spectral filtering network for brain-computer interface
-
Zhang H., Chin Z.Y., Ang K.K., Guan C., Wang C. Optimum spatio-spectral filtering network for brain-computer interface. IEEE Trans. Neural Network 2011, 22.
-
(2011)
IEEE Trans. Neural Network
, pp. 22
-
-
Zhang, H.1
Chin, Z.Y.2
Ang, K.K.3
Guan, C.4
Wang, C.5
-
17
-
-
26644455601
-
Recipes for the linear analysis of EEG
-
Parra L.C., Spence C.D., Gerson A.D., Sajda P. Recipes for the linear analysis of EEG. NeuroImage 2005, 28:326-341.
-
(2005)
NeuroImage
, vol.28
, pp. 326-341
-
-
Parra, L.C.1
Spence, C.D.2
Gerson, A.D.3
Sajda, P.4
-
19
-
-
79956344912
-
Optimizing the channel selection and classification accuracy in EEG-based BCI, IEEE Trans
-
K.K.A.M. Arvaneh, C. Guan, C. Quek, Optimizing the channel selection and classification accuracy in EEG-based BCI, IEEE Trans. Biomed. Eng. 58 (6) (2011) 1865-1873.
-
(2011)
Biomed. Eng
, vol.58
, Issue.6
, pp. 1865-1873
-
-
Arvaneh, K.K.A.M.1
Guan, C.2
Quek, C.3
-
20
-
-
0034842383
-
Information transfer rate in a five-classes brain-computer interface, IEEE Trans
-
B. Obermaier, C. Neuper, C. Guger, G. Pfurtscheller, Information transfer rate in a five-classes brain-computer interface, IEEE Trans. Neural Syst. Rehab. Eng. 9 (3) (2011) 283-288.
-
(2011)
Neural Syst. Rehab. Eng
, vol.9
, Issue.3
, pp. 283-288
-
-
Obermaier, B.1
Neuper, C.2
Guger, C.3
Pfurtscheller, G.4
-
21
-
-
2442671691
-
Boosting bit rates in non-invasive eeg single-trial classifications by feature combination and multi-class paradigms
-
Guido Dornhege G.C., Blankertz Benjamin, Müller K.-R. Boosting bit rates in non-invasive eeg single-trial classifications by feature combination and multi-class paradigms. IEEE Trans. Biomed. Eng. 2004, 51(6):993-1002.
-
(2004)
IEEE Trans. Biomed. Eng.
, vol.51
, Issue.6
, pp. 993-1002
-
-
Guido Dornhege, G.C.1
Blankertz, B.2
Müller, K.-R.3
-
23
-
-
84966275544
-
Minimization of functions having Lipschitz continuous first partial derivatives
-
Armijo L. Minimization of functions having Lipschitz continuous first partial derivatives. Pac. J. Math. 1966, 16(1):1-3.
-
(1966)
Pac. J. Math.
, vol.16
, Issue.1
, pp. 1-3
-
-
Armijo, L.1
-
25
-
-
0003922190
-
-
Wiley-Interscience,117-120
-
Duda R.O., Hart P.E., Stork D.G. Pattern Classification 2001, Wiley-Interscience, pp. 36-41,117-120.
-
(2001)
Pattern Classification
, pp. 36-41
-
-
Duda, R.O.1
Hart, P.E.2
Stork, D.G.3
-
26
-
-
35548931351
-
Efficient tests for normality, homoscedasticity and serial independence of regression residuals
-
Jarque C.M., Bera A.K. Efficient tests for normality, homoscedasticity and serial independence of regression residuals. Econ. Lett. 1980, 6(3):255-259.
-
(1980)
Econ. Lett.
, vol.6
, Issue.3
, pp. 255-259
-
-
Jarque, C.M.1
Bera, A.K.2
-
27
-
-
33749515942
-
Estimation of number of independent brain electric sources from the scalp EEGs. IEEE Trans
-
X. Bai, B. He, Estimation of number of independent brain electric sources from the scalp EEGs. IEEE Trans. Biomed. Eng. 53 (10) (2006) 1883-1892.
-
(2006)
Biomed. Eng
, vol.53
, Issue.10
, pp. 1883-1892
-
-
Bai, X.1
He, B.2
-
28
-
-
0032829330
-
Event-related EEG/MEG synchronization and desynchronization: basic principles
-
Pfurtscheller G., Lopes da Silva F.H. Event-related EEG/MEG synchronization and desynchronization: basic principles. Clinical Neurophysiology 1999, 110(11):1842-1857.
-
(1999)
Clinical Neurophysiology
, vol.110
, Issue.11
, pp. 1842-1857
-
-
Pfurtscheller, G.1
Lopes da Silva, F.H.2
|