Optimization of SSVEP brain responses with application to eight-command Brain-Computer Interface

Neuroscience Letters

Volumn 469, Issue 1, 2010, Pages 34-38

  Bakardjian, Hovagim ^a,b   Tanaka, Toshihisa ^a,b   Cichocki, Andrzej ^a  

^a RIKEN BRAIN SCIENCE INSTITUTE   (Japan)

^b TOKYO UNIVERSITY OF AGRICULTURE AND TECHNOLOGY   (Japan)

Author keywords

BCI; Brain frequency response; Brain response dynamics; Neurofeedback; SSVEP; Steady State Visual Evoked Potentials

Indexed keywords

ALGORITHM; ARTICLE; BRAIN COMPUTER INTERFACE; BRAIN FUNCTION; CONTROLLED STUDY; EVOKED VISUAL RESPONSE; HUMAN; HUMAN EXPERIMENT; LONG TERM POTENTIATION; NEUROPHYSIOLOGY; NORMAL HUMAN; OSCILLATION; PRIORITY JOURNAL; PROCESS OPTIMIZATION; SIGNAL DETECTION; STEADY STATE; VISUAL STIMULATION;

BIOFEEDBACK, PSYCHOLOGY; BRAIN; ELECTRIC STIMULATION; EVOKED POTENTIALS, VISUAL; HUMANS; USER-COMPUTER INTERFACE;

EID: 72649096713     PISSN: 03043940     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neulet.2009.11.039     Document Type: Article

References (18)

1. Amassian V.E., Cracco R.O., Maccabee P.J., Cracco J.B., Rudell A., and Eberle L. Suppression of visual perception by magnetic coil stimulation of human occipital cortex. Electroencephalogr. Clin. Neurophysiol. 74 (1989) 458-462
2. Bakardjian H., and Cichocki A. Classification of Fast Imagined Motion responses for a Human-Computer Interface. Proc of Jap Soc for Med and Biol Engin Conf. (2003) 462
3. Bakardjian H., Martinez P., and Cichocki A. Dynamic online target control of SSVEP-based Brain-Computer interface with multiple commands. Neurosci. Res. (2007) S70
4. Cichocki A., and Amari S. Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications (2003), John Wiley & Sons, Chichester, UK
5. Dewan E.M. Occipital alpha rhythm eye position and lens accommodation. Nature 214 (1967) 975-977
6. Gao X., Xu D., Cheng M., and Gao S. A BCI-based environmental controller for the motion-disabled. IEEE Trans. Neural Syst. Rehabil. Eng. 11 (2003) 137-140
7. Joost W., and Bach M. Variability of the steady-state visually evoked potential: interindividual variance and intraindividual reproducibility of spatial frequency tuning. Doc. Ophthalmol. 75 (1990) 59-66
8. Koch S.P., Steinbrink J., Villringer A., and Obrig H. Synchronization between background activity and visually evoked potential is not mirrored by focal hyperoxygenation: implications for the interpretation of vascular brain imaging. J. Neurosci. 26 (2006) 4940-4948
9. Martinez P., Bakardjian H., and Cichocki A. Fully online, multi-command brain computer interface with visual neurofeedback using SSVEP Paradigm. J. Comp. Intell. Neurosci. (2007) online article ID 94561
10. Middendorf M., McMillan G., Calhoun G., and Jones K.S. Brain-Computer interfaces based on the steady-state visual-evoked response. IEEE Trans. Rehabil. Eng. 8 (2000) 211-214
11. Müller M.M., Teder-Salejarvi W., and Hillyard S.A. The time course of cortical facilitation during cued shifts of spatial attention. Nat. Neurosci. 1 (1998) 631-634
12. Müller M.M., and Hillyard S. Concurrent recording of steady-state and transient event-related potentials as indices of visual-spatial selective attention. Clin. Neurophysiol. 111 (2000) 1544-1552
13. Pfurtscheller G., Flotzinger D., and Kalcher J. Brain-Computer interface: a new communication device for handicapped persons. J. Microcomp. Appl. 16 (1993) 293-299
14. Regan D. Steady-state evoked potentials. J. Opt. Soc. Am. 67 (1977) 1475-1489
15. Srinivasan R., Bibi F.A., and Nunez P.L. Steady-state visual evoked potentials: distributed local sources and wave-like dynamics are sensitive to flicker frequency. Brain Topogr. 18 (2006) 167-187
16. Sutter E.E. The visual evoked response as a communication channel. IEEE/NSF Symposium on Biosensors Proceedings (1984) 95-100
17. Trejo L.J., Rosipal R., and Matthews B. Brain-Computer interfaces for 1D and 2D cursor control: designs using volitional control of the EEG spectrum or steady-state visual evoked potentials. IEEE Trans. Neural Syst. Rehabil. Eng. 14 (2006) 225-259
18. Vidal J.J. Real-time detection of brain events in EEG. IEEE Proc. 65 (1977) 633-664