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An independent brain–computer interface using covert non-spatial visual selective attention

Dan Zhang1,3, Alexander Maye2,3, Xiaorong Gao1, Bo Hong1, Andreas K Engel2 and Shangkai Gao1,4

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In this paper, a novel independent brain–computer interface (BCI) system based on covert non-spatial visual selective attention of two superimposed illusory surfaces is described. Perception of two superimposed surfaces was induced by two sets of dots with different colors rotating in opposite directions. The surfaces flickered at different frequencies and elicited distinguishable steady-state visual evoked potentials (SSVEPs) over parietal and occipital areas of the brain. By selectively attending to one of the two surfaces, the SSVEP amplitude at the corresponding frequency was enhanced. An online BCI system utilizing the attentional modulation of SSVEP was implemented and a 3-day online training program with healthy subjects was carried out. The study was conducted with Chinese subjects at Tsinghua University, and German subjects at University Medical Center Hamburg-Eppendorf (UKE) using identical stimulation software and equivalent technical setup. A general improvement of control accuracy with training was observed in 8 out of 18 subjects. An averaged online classification accuracy of 72.6 ± 16.1% was achieved on the last training day. The system renders SSVEP-based BCI paradigms possible for paralyzed patients with substantial head or ocular motor impairments by employing covert attention shifts instead of changing gaze direction.


PACS

87.80.-y Biophysical techniques (research methods)

87.19.R- Mechanical and electrical properties of tissues and organs

42.66.Ew Physiology of eye; optic-nerve structure and function

42.66.Si Psychophysics of vision, visual perception; binocular vision

87.19.L- Neuroscience

Subjects

Instrumentation and measurement

Optics, quantum optics and lasers

Medical physics

Biological physics

Dates

Issue 1 (February 2010)

Received 26 November 2009, accepted for publication 23 December 2009

Published 19 January 2010



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