Brain-computer interfacing using modulations of alpha activity induced by covert shifts of attention

Journal of NeuroEngineering and Rehabilitation

Volumn 8, Issue 1, 2011, Pages

  Treder, Matthias S ^a   Bahramisharif, Ali ^b,c   Schmidt, Nico M ^a   Van Gerven, Marcel Aj ^b,c   Blankertz, Benjamin ^a  

^a TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

^b RADBOUD UNIVERSITY NIJMEGEN   (Netherlands)

^c RADBOUD UNIVERSITY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

ADOLESCENT; ADULT; ALPHA RHYTHM; ARTICLE; ASSOCIATION; ATTENTION; COMPUTER INTERFACE; ELECTRODE; ELECTROENCEPHALOGRAPHY; ELECTROOCULOGRAPHY; EYE FIXATION; FEMALE; HEMISPHERIC DOMINANCE; HUMAN; MALE; NEUROPHYSIOLOGY; PHOTOSTIMULATION; PHYSIOLOGY; STATISTICAL MODEL;

ADOLESCENT; ADULT; ALPHA RHYTHM; ATTENTION; CUES; ELECTRODES; ELECTROENCEPHALOGRAPHY; ELECTROOCULOGRAPHY; FEMALE; FIXATION, OCULAR; FUNCTIONAL LATERALITY; HUMANS; LOGISTIC MODELS; MALE; NEUROPHYSIOLOGY; PHOTIC STIMULATION; USER-COMPUTER INTERFACE; YOUNG ADULT;

EID: 79958769058     PISSN: None     EISSN: 17430003     Source Type: Journal    
DOI: 10.1186/1743-0003-8-24     Document Type: Article

References (34)

1. (C)overt attention and visual speller design in an ERP-based brain-computer interface. MS Treder B Blankertz, Behav Brain Funct 2010 6 28 10.1186/1744-9081-6-28 20509913
2. Does the "P300" Speller Depend on Eye Gaze? P Brunner S Joshi S Briskin JR Wolpaw H Bischof G Schalk, J Neural Eng 2010 7 056013 10.1088/1741-2560/7/5/056013 20858924
3. Which physiological components are more suitable for visual ERP based brain-computer interface? A preliminary MEG/EEG study. L Bianchi S Sami A Hillebrand IP Fawcett LR Quitadamo S Seri, Brain Topogr 2010 23 180 185 10.1007/s10548-010-0143-0 20405196
4. A New Auditory Multi-class Brain-Computer Interface Paradigm: Spatial Hearing as an Informative Cue. M Schreuder B Blankertz M Tangermann, PLoS ONE 2010 5 4 9813 10.1371/journal.pone.0009813 20368976
5. Two-dimensional auditory P300 Speller with predictive text system. J Höhne M Schreuder B Blankertz M Tangermann, In Conf Proc IEEE Eng Med Biol Soc 2010 1 4185 4188
6. A tactile P300 brain-computer interface. AM Brouwer JBF van Erp, Front Neuroscience 2010 4 19 036003
7. The non-invasive Berlin Brain-Computer Interface: Fast Acquisition of Effective Performance in Untrained Subjects. B Blankertz G Dornhege M Krauledat KR Müller G Curio, Neuroimage 2007 37 2 539 550 10.1016/j.neuroimage.2007. 01.051 17475513 (Pubitemid 47444247)
8. Real-time EEG analysis with subject-specific spatial patterns for a Brain Computer Interface (BCI). C Guger H Ramoser G Pfurtscheller, IEEE Trans Neural Syst Rehabil Eng 2000 8 4 447 456 (Pubitemid 32178932)
9. Neurophysiological Predictor of SMR-Based BCI Performance. B Blankertz C Sannelli S Halder EM Hammer A Kübler KR Müller G Curio T Dickhaus, Neuroimage 2010 51 4 1303 1309 10.1016/j.neuroimage.2010.03.022 20303409
10. Machine-Learning Based Co-adaptive Calibration. C Vidaurre C Sannelli KR Müller B Blankertz, Neural Comput 2011 23 3 791 816 10.1162/NECO-a-00089
11. Towards a Cure for BCI Illiteracy. C Vidaurre B Blankertz, Brain Topogr 2010 23 194 198 10.1007/s10548-009-0121-6 19946737
12. Towards gaze-independent visual brain-computer interfaces. MS Treder NM Schmidt B Blankertz, Front Comput Neurosci 2010 [Conference Abstract: Bernstein Conference on Computational Neuroscience 2010]
13. An online brain-computer interface using non- flashing visual evoked potentials. T Liu L Goldberg S Gao B Hong, J Neural Eng 2010 7 3 036003 10.1088/1741-2560/7/3/036003 20404396
14. A novel brain-computer interface based on the rapid serial visual presentation paradigm. L Acqualagna MS Treder M Schreuder B Blankertz, Conf Proc IEEE Eng Med Biol Soc 2010 1 2686 2689
15. A shift of visual spatial attention is selectively associated with human EEG alpha activity. P Sauseng W Klimesch W Stadler M Schabus M Doppelmayr S Hanslmayr WR Gruber N Birbaumer, Eur J Neurosci 2005 22 2917 2926 10.1111/j.1460-9568.2005.04482.x 16324126 (Pubitemid 41811288)
16. Independent Brain Computer Interface Control using Visual Spatial Attention-Dependent Modulations of Parieto-occipital Alpha. SP Kelly EC Lalor RB Reilly JJ Foxe, Proceedings of the 2nd International IEEE EMBS Conference on Neural Engineering, Arlington, Virginia 2005
17. Mechanisms of selective inhibition in visual spatial attention are indexed by alpha-band EEG synchronization. T Rihs C Michel G Thut, Eur J Neurosci 2007 25 2 603 10 10.1111/j.1460-9568.2007.05278.x 17284203
18. Attention modulations of posterior alpha as a control signal for two-dimensional brain-computer interfaces. M van Gerven O Jensen, J Neurosci Methods 2009 179 78 84 10.1016/j.jneumeth.2009.01.016 19428515
19. Selecting features for BCI control based on a covert spatial attention paradigm. M van Gerven A Bahramisharif T Heskes O Jensen, Neural Netw 2009 22 1271 1277 10.1016/j.neunet.2009.06.004 19577900
20. Lateralized responses during covert attention are modulated by target eccentricit. A Bahramisharif T Heskes O Jensen MA van Gerven, Neurosci Lett 2011 491 35 39 10.1016/j.neulet.2011.01.003 21215296
21. Covert attention allows for continuous control of brain-computer interfaces. A Bahramisharif M van Gerven T Heskes O Jensen, Eur J Neurosci 2010 31 1501 1508 10.1111/j.1460-9568.2010.07174.x 20525062
22. Alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs. NM Schmidt B Blankertz MS Treder, Proceedings of the 2010 IEEE Conference on Systems, Man and Cybernetics (SMC2010) 2010 481 487
23. J Kayser, Current source density (CSD) interpolation using spherical splines - CSD Toolbox (Version 1.0) 2009 [New York State Psychiatric Institute: Division of Cognitive Neuroscience.]
24. Oscillatory gamma-band (30-70 Hz) activity induced by a visual search task in humans. C Tallon-Baudry O Bertrand C Delpuech J Permier, J Neurosci 1997 17 722 734 8987794 (Pubitemid 27024584)
25. Anticipatory biasing of visuospatial attention indexed by retinotopically specific alpha-band electroencephalography increases over occipital cortex. MS Worden JJ Foxe N Wang GV Simpson, J Neurosci 2000 20 C63 10704517
26. Regression shrinkage and selection via the lasso. R Tibshirani, J Royal Statist Soc B 1996 58 267 288
27. A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection. R Kohavi, IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence Montréal, Canada: Morgan Kaufmann 1995 14 1137 1143 20824158
28. Ridge regression. A Hoerl R Kennard, In Encyclopedia of Statistical Sciences New York: Wiley 1988 8 129 136
29. On comparing classifiers. Pitfalls to avoid and a recommended approach. SL Salzberg, Data Mining and Knowledge Discovery 1997 1 3 317 328 10.1023/A:1009752403260 (Pubitemid 128000673)
30. Spatial attention and neglect: parietal, frontal and cingulate contributions to the mental representation and attentional targeting of salient extrapersonal events. MM Mesulam, Phil Trans Roy Soc London B 1999 354 1325 1346 10.1098/rstb.1999.0482 10466154
31. Single-trial analysis and classification of ERP components - a tutorial. B Blankertz S Lemm MS Treder S Haufe KR Müller, Neuroimage 2011 56 2 814 825
32. Predictability of Brain-Computer Communication. A Kübler N Neumann B Wilhelm T Hinterberger N Birbaumer, Int J Psychophysiol 2004 18 2-3 121 129 10.1027/0269-8803.18.23.121 (Pubitemid 39214189)
33. BCI meeting 2005 - Workshop on clinical issues and applications. A Kübler VK Mushawar LR Hochberg JP Donoghue, IEEE Trans Neural Syst Rehabil Eng 2006 14 2 131 134 10.1109/TNSRE.2006.875585 16792277 (Pubitemid 44150225)
34. Pyff - A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience. B Venthur S Scholler J Williamson S Dähne MS Treder MT Kramarek KR Müller B Blankertz, Front Neuroscience 2010 4 179