A. Bahramisharif, T. Heskes, O. Jensen, and M. A. Van-gerven, Lateralized responses during covert attention are modulated by target eccentricity, Neuroscience Letters, vol.491, issue.1, pp.35-39, 2011.
DOI : 10.1016/j.neulet.2011.01.003

A. Bahramisharif, M. Van-gerven, T. Heskes, and O. Jensen, Covert attention allows for continuous control of brain-computer interfaces, European Journal of Neuroscience, vol.20, issue.8, 2010.
DOI : 10.1111/j.1460-9568.2010.07174.x

J. J. Bengson, T. A. Kelley, X. Zhang, J. L. Wang, G. R. Mangun et al., Spontaneous Neural Fluctuations Predict Decisions to Attend, IEEE Signal. Proc. Magaz, pp.2578-2584, 1109.
DOI : 10.2307/2531248

D. H. Brainard and G. Shulman, The psychophysics toolbox Control of goal-directed and stimulusdriven attention in the brain, Spat. Vis. Nat. Rev. Neurosci, vol.10, issue.3, pp.433-436, 1038.

D. Cosmelli, V. López, J. P. Lachaux, J. López-calderón, B. Renault et al., Shifting visual attention away from fixation is specifically associated with alpha band activity over ipsilateral parietal regions, Psychophysiology, vol.16, issue.3, pp.312-322, 2011.
DOI : 10.1111/j.1469-8986.2010.01066.x

B. A. Dosher, L. , and Z. L. , Noise Exclusion in Spatial Attention, Psychological Science, vol.11, issue.2, pp.139-146, 2000.
DOI : 10.1111/1467-9280.00229

J. Fujisawa, H. Touyama, and M. Hirose, Extracting alpha band modulation during visual spatial attention without flickering stimuli using common spatial pattern, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp.620-6234649229, 2008.
DOI : 10.1109/IEMBS.2008.4649229

A. Gramfort, M. Luessi, E. Larson, D. Engemann, D. Strohmeier et al., MNE software for processing MEG and EEG data, NeuroImage, vol.86, pp.446-460, 2014.
DOI : 10.1016/j.neuroimage.2013.10.027

J. J. Green and J. J. Mcdonald, Electrical Neuroimaging Reveals Timing of Attentional Control Activity in Human Brain, PLoS Biology, vol.10, issue.4, pp.81-91, 2008.
DOI : 10.1371/journal.pbio.0060081.t001

J. J. Green and J. J. Mcdonald, The role of temporal predictability in the anticipatory biasing of sensory cortex during visuospatial shifts of attention, Psychophysiology, vol.117, 2010.
DOI : 10.1111/j.1469-8986.2010.01025.x

I. Guyon, J. Weston, S. Barnhill, and V. Vapnik, Gene selection for cancer classification using support vector machines, Machine Learning, vol.46, issue.1/3, pp.389-422, 2002.
DOI : 10.1023/A:1012487302797

J. B. Hopfinger, C. C. Camblin, and E. L. Parks, Isolating the internal in endogenous attention, Psychophysiology, vol.417, issue.(1), pp.739-747, 2010.
DOI : 10.1111/j.1469-8986.2010.00981.x

E. M. Jongen, F. T. Smulders, and G. J. Van-breukelen, Varieties of attention in neutral trials: Linking RT to ERPs and EEG frequencies, Psychophysiology, vol.117, issue.1, 2006.
DOI : 10.1016/j.tics.2003.10.012

T. N. Lal, M. Schröder, T. Hinterberger, J. Weston, M. Bogdan et al., Support Vector Channel Selection in BCI, IEEE Transactions on Biomedical Engineering, vol.51, issue.6, pp.1003-1010827827, 2004.
DOI : 10.1109/TBME.2004.827827

F. Lotte and C. Guan, Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms, IEEE Transactions on Biomedical Engineering, vol.58, issue.2, pp.355-362, 2010.
DOI : 10.1109/TBME.2010.2082539

URL : https://hal.archives-ouvertes.fr/inria-00476820

F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion et al., Scikit-learn: machine learning in {P}ython, J. Mach. Learn. Res, vol.12, pp.2825-2830, 2011.

M. I. Posner, Orienting of attention, Q. J. Exp. Psychol, vol.32, 1980.

M. I. Posner, C. R. Snyder, D. , and B. J. , Attention and the detection of signals., Journal of Experimental Psychology: General, vol.109, issue.2, 1980.
DOI : 10.1037/0096-3445.109.2.160

T. A. Rihs, C. M. Michel, and G. Thut, Mechanisms of selective inhibition in visual spatial attention are indexed by ?-band EEG synchronization, European Journal of Neuroscience, vol.20, issue.2, pp.603-610, 2007.
DOI : 10.1016/j.cogbrainres.2005.09.006

L. Roijendijk, J. Farquhar, M. Van-gerven, O. Jensen, and S. Gielen, Exploring the Impact of Target Eccentricity and Task Difficulty on Covert Visual Spatial Attention and Its Implications for Brain Computer Interfacing, PLoS ONE, vol.50, issue.12, 2013.
DOI : 10.1371/journal.pone.0080489.g007

P. Sauseng, W. Klimesch, W. Stadler, M. Schabus, M. Doppelmayr et al., A shift of visual spatial attention is selectively associated with human EEG alpha activity, European Journal of Neuroscience, vol.20, issue.11, pp.2917-2926, 2005.
DOI : 10.1111/j.1460-9568.2005.04482.x

G. Thut, A. Nietzel, S. A. Brandt, and A. Leone, ??-Band Electroencephalographic Activity over Occipital Cortex Indexes Visuospatial Attention Bias and Predicts Visual Target Detection, Journal of Neuroscience, vol.26, issue.37, pp.9494-9502, 2006.
DOI : 10.1523/JNEUROSCI.0875-06.2006

L. Tonin, R. Leeb, A. Sobolewski, M. Jdel, and R. , An online EEG BCI based on covert visuospatial attention in absence of exogenous stimulation, Journal of Neural Engineering, vol.10, issue.5, pp.56007-56017, 2013.
DOI : 10.1088/1741-2560/10/5/056007

R. Trachel, T. Brochier, and M. Clerc, Adaptive and warning displays with Brain-Computer Interfaces: Enhanced visuospatial attention performance, 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER), pp.367-370, 2013.
DOI : 10.1109/NER.2013.6695948

URL : https://hal.archives-ouvertes.fr/hal-00903288

M. S. Treder, A. Bahramisharif, N. M. Schmidt, M. A. Van-gerven, and B. Blankertz, Brain-computer interfacing using modulations of alpha activity induced by covert shifts of attention, Journal of NeuroEngineering and Rehabilitation, vol.8, issue.1, pp.24-34, 2011.
DOI : 10.1109/TNSRE.2006.875585

M. A. Van-gerven and O. Jensen, Attention modulations of posterior alpha as a control signal for two-dimensional brain???computer interfaces, Journal of Neuroscience Methods, vol.179, issue.1, 2009.
DOI : 10.1016/j.jneumeth.2009.01.016

S. Waldert, H. Preissl, E. Demandt, C. Braun, N. Birbaumer et al., Hand Movement Direction Decoded from MEG and EEG, Journal of Neuroscience, vol.28, issue.4, pp.1000-1008, 2008.
DOI : 10.1523/JNEUROSCI.5171-07.2008

A. Watson and D. Pelli, Quest: A Bayesian adaptive psychometric method, Perception & Psychophysics, vol.33, issue.2, pp.113-120, 1983.
DOI : 10.3758/BF03202828

M. S. Worden, J. J. Foxe, N. Wang, and G. V. Simpson, Anticipatory biasing of visuospatial attention indexed by retinotopically specific alpha-band electroencephalography increases over occipital cortex, J. Neurosci, vol.20, p.63, 2000.

V. Wyart and C. Tallon-baudry, Neural Dissociation between Visual Awareness and Spatial Attention, Journal of Neuroscience, vol.28, issue.10, pp.2667-2679, 2008.
DOI : 10.1523/JNEUROSCI.4748-07.2008

N. Yamagishi, D. E. Callan, S. J. Anderson, and M. Kawato, Attentional changes in pre-stimulus oscillatory activity within early visual cortex are predictive of human visual performance, Brain Research, vol.1197, pp.115-122, 2008.
DOI : 10.1016/j.brainres.2007.12.063

N. Yamagishi, D. E. Callan, N. Goda, S. J. Anderson, Y. Yoshida et al., Attentional modulation of oscillatory activity in human visual cortex, NeuroImage, vol.20, issue.1, pp.98-113, 2003.
DOI : 10.1016/S1053-8119(03)00341-0