Towards a single trial detection of spatial covert visual attention for BCI

نویسندگان

  • L. Tonin
  • R. Leeb
  • J. del R. Millán
چکیده

This paper discusses a time-dependent classification approach for single trial recognition of spatial covert visual attention for Brain–Computer Interface (BCI). Covert visual attention is a natural and intuitive mental task that does not require any external stimulation. The possibility to recognize it from single trials is essential for a future online close-loop BCI. Experimental results show the feasibility of the proposed approach and its high performance on an offline study.

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تاریخ انتشار 2011