4.6 Article

Listen, you are writing! Speeding up online spelling with a dynamic auditory BCI

期刊

FRONTIERS IN NEUROSCIENCE
卷 5, 期 -, 页码 -

出版社

FRONTIERS MEDIA SA
DOI: 10.3389/fnins.2011.00112

关键词

brain-computer interface; directional hearing; auditory event-related potentials; P300; N200; dynamic subtrials

资金

  1. European Information and Communication Technologies (ICT) Programme Project [FP7-224631, 216886]
  2. Deutsche Forschungsgemeinschaft (DFG) [MU 987/3-2]
  3. Bundesministerium fur Bildung und Forschung (BMBF) [FKZ 01IB001A, 01GQ0850]
  4. FP7-ICT Programme of the European Community, under the PASCAL2 Network of Excellence [ICT-216886]

向作者/读者索取更多资源

Representing an intuitive spelling interface for brain computer interfaces (BCD in the auditory domain is not straight-forward. In consequence, all existing approaches based on event-related potentials (ERR) rely at least partially on a visual representation of the interface. This online study introduces an auditory spelling interface that eliminates the necessity for such a visualization. In up to two sessions, a group of healthy subjects (N = 21) was asked to use a text entry application, utilizing the spatial cues of the AMUSE paradigm (Auditory Multi-class Spatial ERR). The speller relies on the auditory sense both for stimulation and the core feedback. Without prior BCI experience, 76% of the participants were able to write a full sentence during the first session. By exploiting the advantages of a newly introduced dynamic stopping method, a maximum writing speed of 1.41 char/min (755 bits/min) could be reached during the second session (average: 0.94 char/min, 5.26 bits/min). For the first time, the presented work shows that an auditory BCI can reach performances similar to state-of-the-art visual BCIs based on covert attention. These results represent an important step toward a purely auditory BCI.

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