Literature DB >> 23367468

Exploring the use of tactile feedback in an ERP-based auditory BCI.

Martijn Schreuder1, Marieke E Thurlings, Anne-Marie Brouwer, Jan B F Van Erp, Michael Tangermann.   

Abstract

Giving direct, continuous feedback on a brain state is common practice in motor imagery based brain-computer interfaces (BCI), but has not been reported for BCIs based on event-related potentials (ERP), where feedback is only given once after a sequence of stimuli. Potentially, direct feedback could allow the user to adjust his strategy during a running trial to obtain the required response. In order to test the usefulness of such feedback, directionally congruent vibrotactile feedback was given during an online auditory BCI experiment. Users received either no feedback, short feedback pulses or continuous feedback. The feedback conditions showed reduced performance both on a behavioral task and in terms of classification accuracy. Several explanations are discussed that give interesting starting points for further research on this topic.

Mesh:

Year:  2012        PMID: 23367468     DOI: 10.1109/EMBC.2012.6347533

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  3 in total

1.  Learning from label proportions in brain-computer interfaces: Online unsupervised learning with guarantees.

Authors:  David Hübner; Thibault Verhoeven; Konstantin Schmid; Klaus-Robert Müller; Michael Tangermann; Pieter-Jan Kindermans
Journal:  PLoS One       Date:  2017-04-13       Impact factor: 3.240

2.  Towards user-friendly spelling with an auditory brain-computer interface: the CharStreamer paradigm.

Authors:  Johannes Höhne; Michael Tangermann
Journal:  PLoS One       Date:  2014-06-02       Impact factor: 3.240

3.  Psychological Predictors of Visual and Auditory P300 Brain-Computer Interface Performance.

Authors:  Eva M Hammer; Sebastian Halder; Sonja C Kleih; Andrea Kübler
Journal:  Front Neurosci       Date:  2018-05-14       Impact factor: 4.677

  3 in total

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