IEEE Computational Intelligence Magazine - May 2018 - 77

[56] L. I. Kuncheva, C. J. Whitaker, and A. Narasimhamurthy, "A case-study on naïve labelling for the nearest mean and the linear discriminant classifiers," Pattern
Recognit., vol. 41, no. 10, pp. 3010-3020, Oct. 2008.
[57] B. Blankertz, K.-R. Müller, D. J. Krusienski, G.
Schalk, J. R. Wolpaw, A. Schlogl, G. Pfurtscheller, J. R.
Millan, M. Schroder, and N. Birbaumer, "The BCI competition III: Validating alternative approaches to actual
BCI problems," IEEE Trans. Neural Syst. Rehab. Eng., vol.
14, no. 2, pp. 153-159, June 2006.
[58] B. Blankertz, S. Lemm, M. Treder, S. Haufe, and
K.-R. Müller, "Single-trial analysis and classification of
ERP components, a tutorial," NeuroImage, vol. 56, no. 2,
pp. 814-825, May 2011.
[59] F. Lotte, M. Congedo, A. Lécuyer, F. Lamarche,
and B. Arnaldi, "A review of classification algorithms for
EEG-based brain-computer interfaces," J. Neural Eng.,
vol. 4, no. 2, pp. R1-R13, Jan. 2007.
[60] C. M. Bishop, Pattern Recognition and Machine Learning, vol. 128. New York: Springer, 2006.
[61] P. W. Ferrez and J. D. R. Millán, "Error-related EEG
potentials generated during simulated brain-computer
interaction," IEEE Trans. Biomed. Eng., vol. 55, no. 3, pp.
923-929, Feb. 2008.
[62] A. Llera, M. A. van Gerven, V. Gómez, O. Jensen,
and H. J. Kappen, "On the use of interaction error po-

tentials for adaptive brain computer interfaces," Neural
Netw., vol. 24, no. 10, pp. 1120-1127, Dec. 2011.
[63] R. Chavarriaga, A. Sobolewski, and J. D. R. Millán,
"Errare machinale est: The use of error-related potentials
in brain-machine interfaces," Frontiers Neurosci., vol. 8,
no. 208, pp. 1-13, July 2014.
[64] P. Margaux, M. Emmanuel, D. Sébastien, B. Olivier,
and M. Jérémie, "Objective and subjective evaluation
of online error correction during P300-based spelling,"
Adv. Hum.-Comput. Interact., vol. 2012, no. 4, pp. 1-13,
Jan. 2012.
[65] M. Spüler, W. Rosenstiel, and M. Bogdan, "Online
adaptation of a c-VEP brain-computer interface (BCI)
based on error-related potentials and unsupervised learning," PLOS One, vol. 7, no. 12, p. e51077, Dec. 2012.
[66] A. Barachant, S. Bonnet, M. Congedo, and C. Jutten, "Multi-class brain computer interface classification
by Riemannian geometry," IEEE Trans. Biomed. Eng.,
vol. 59, no. 4, pp. 920-928, Apr. 2012.
[67] B. Blankertz, R. Tomioka, S. Lemm, M. Kawanabe,
and K.-R. Müller, "Optimizing spatial filters for robust
EEG single-trial analysis," IEEE Signal Processing Mag.,
vol. 25, no. 1, pp. 41-56, Jan. 2008.
[68] N. Quadrianto, A. J. Smola, T. S. Caetano, and Q. V.
Le, "Estimating labels from label proportions," J. Mach.
Learn. Res., vol. 10, pp. 2349-2374, Oct. 2009.

[69] T. Verhoeven, P. Buteneers, J. Wiersema, J. Dambre, and
P.-J. Kindermans, "Towards a symbiotic brain-computer interface: Exploring the application-decoder interaction," J.
Neural Eng., vol. 12, no. 6, pp. 066027, Nov. 2015.
[70] P.-J. Kindermans, M. Tangermann, K.-R. Müller,
and B. Schrauwen, "Integrating dynamic stopping, transfer learning and language models in an adaptive zerotraining ERP speller," J. Neural Eng., vol. 11, no. 3, pp.
035005, May 2014.
[71] O. Ledoit and M. Wolf, "A well-conditioned estimator for large-dimensional covariance matrices," J. Multivariate Anal., vol. 88, no. 2, pp. 365-411, Feb. 2004.
[72] P. Shenoy, M. Krauledat, B. Blankertz, R. P. Rao, and K.R. Müller, "Towards adaptive classification for BCI," J. Neural
Eng., vol. 3, no. 1, pp. R13-R23, Mar. 2006.
[73] C. Jeunet, B. N'Kaoua, and F. Lotte, "Advances in
user-training for mental-imagery-based BCI control:
Psychological and cognitive factors and their neural correlates," Progress Brain Res., vol. 228, pp. 3-35, June 2016.
[74] J. Mladenovic´, J. Mattout, and F. Lotte, "A generic
framework for adaptive EEG-based BCI training and
operation," in Brain-Computer Interfaces Handbook: Technological and Theoretical Advances. Boca Raton, FL: CRC
Press, 2017, ch. 33, pp. 595-612.



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