Heading for new shores! Overcoming pitfalls in BCI design

Ricardo Chavarriaga, Melanie Fried-Oken, Sonja Kleih, Fabien Lotte, Reinhold Scherer

Research output: Contribution to journalArticle

19 Citations (Scopus)

Abstract

Research in brain-computer interfaces has achieved impressive progress towards implementing assistive technologies for restoration or substitution of lost motor capabilities, as well as supporting technologies for able-bodied subjects. Notwithstanding this progress, effective translation of these interfaces from proof-of-concept prototypes into reliable applications remains elusive. As a matter of fact, most of the current BCI systems cannot be used independently for long periods of time by their intended end-users. Multiple factors that inhibit the achievement of this goal have already been identified. However, it is not clear how they affect the overall BCI performance or how they should be tackled. This is worsened by publication bias, where only positive results are disseminated, preventing the research community from learning from its errors. This paper is the result of a workshop held at the 6th International BCI meeting in Asilomar. We summarize here the discussion on concrete research avenues and guidelines that may help overcome common pitfalls and make BCIs a useful alternative communication device.

Original languageEnglish (US)
Pages (from-to)60-73
Number of pages14
JournalBrain-Computer Interfaces
Volume4
Issue number1-2
DOIs
StatePublished - Apr 3 2017

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Research
Brain-Computer Interfaces
Self-Help Devices
Publication Bias
Brain computer interface
Restoration
Substitution reactions
Communication
Learning
Concretes
Guidelines
Technology
Education
Equipment and Supplies

Keywords

  • artifacts
  • BCI
  • EEG
  • limitations
  • publication bias
  • signal processing
  • user training
  • user-centered design

ASJC Scopus subject areas

  • Human-Computer Interaction
  • Behavioral Neuroscience
  • Biomedical Engineering
  • Electrical and Electronic Engineering

Cite this

Heading for new shores! Overcoming pitfalls in BCI design. / Chavarriaga, Ricardo; Fried-Oken, Melanie; Kleih, Sonja; Lotte, Fabien; Scherer, Reinhold.

In: Brain-Computer Interfaces, Vol. 4, No. 1-2, 03.04.2017, p. 60-73.

Research output: Contribution to journalArticle

Chavarriaga, Ricardo ; Fried-Oken, Melanie ; Kleih, Sonja ; Lotte, Fabien ; Scherer, Reinhold. / Heading for new shores! Overcoming pitfalls in BCI design. In: Brain-Computer Interfaces. 2017 ; Vol. 4, No. 1-2. pp. 60-73.
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