A portable auditory P300 brain-computer interface with directional cues

Ivo Käthner, Carolin A. Ruf, Emanuele Pasqualotto, Christoph Braun, Niels Birbaumer, Sebastian Halder

Research output: Contribution to journalArticlepeer-review

Abstract

Objectives: The main objective of the current study was to implement and evaluate a P300 based brain-computer interface (BCI) speller that uses directional cues of auditory stimuli, which are presented over headphones. The interstimulus interval (ISI) was successively reduced to determine the optimal combination of speed and accuracy. The study further aimed at quantifying the differences in subjective workload between the auditory and the visual P300 spelling application. The influence of workload, mood and motivation on BCI performance and P300 amplitude was investigated. Methods: Twenty healthy participants performed auditory and visual spelling tasks in an EEG experiment with online feedback. Results: Sixteen of twenty participants performed at or above a level necessary for satisfactory communication (≥70% spelling accuracy) with the auditory BCI. Average bit rates of up to 2.76. bits/min (best subject 7.43. bits/min) were achieved. A significantly higher workload was reported for the auditory speller compared to the visual paradigm. Motivation significantly influenced P300 amplitude at Pz in the auditory condition. Conclusions: The results of the online study suggest that the proposed paradigm offers a means of communication for most healthy users. Significance: The described auditory BCI can serve as a communication channel for completely paralyzed patients.

Original languageEnglish
Pages (from-to)327-338
Number of pages12
JournalClinical Neurophysiology
Volume124
Issue number2
DOIs
Publication statusPublished - Feb 2013

Keywords

  • Auditory
  • Brain-computer interface
  • EEG
  • P300
  • Speller
  • Workload

ASJC Scopus subject areas

  • Clinical Neurology
  • Neurology
  • Physiology (medical)
  • Sensory Systems

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