• DocumentCode
    2488949
  • Title

    An auditory brain-computer interface using virtual sound field

  • Author

    Gao, Haiyang ; Ouyang, Minhui ; Zhang, Dan ; Hong, Bo

  • Author_Institution
    Dept. of Biomed. Eng., Tsinghua Univ., Beijing, China
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    4568
  • Lastpage
    4571
  • Abstract
    Brain-computer interfaces (BCIs) exploring the auditory communication channel might be preferable for amyotrophic lateral sclerosis (ALS) patients with poor sight or with the visual system being occupied for other uses. Spatial attention was proven to be able to modulate the event-related potentials (ERPs); yet up to now, there is no auditory BCI based on virtual sound field. In this study, auditory spatial attention was introduced by using stimuli in a virtual sound field. Subjects attended selectively to the virtual location of the target sound and discriminated its relevant properties. The concurrently recorded ERP components and the users´ performance were compared with those of the paradigm where all sounds were presented in the frontal direction. The early ERP components (100-250ms) and the simulated online accuracies indicated that spatial attention indeed added effective discriminative information for BCI classification. The proposed auditory paradigm using virtual sound field may lead to a high-performance and portable BCI system.
  • Keywords
    brain-computer interfaces; hearing; BCI classification; ERP components; amyotrophic lateral sclerosis patient; auditory brain-computer interface; auditory communication channel; auditory paradigm; auditory spatial attention; event-related potential; frontal direction; portable BCI system; simulated online accuracy; virtual sound field; Accuracy; Band pass filters; Brain computer interfaces; Electroencephalography; Neuroscience; Object detection; Testing; Adult; Auditory Cortex; Electroencephalography; Female; Humans; Male; Man-Machine Systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091131
  • Filename
    6091131