Literature DB >> 21934188

Flashing characters with famous faces improves ERP-based brain-computer interface performance.

T Kaufmann1, S M Schulz, C Grünzinger, A Kübler.   

Abstract

Currently, the event-related potential (ERP)-based spelling device, often referred to as P300-Speller, is the most commonly used brain-computer interface (BCI) for enhancing communication of patients with impaired speech or motor function. Among numerous improvements, a most central feature has received little attention, namely optimizing the stimulus used for eliciting ERPs. Therefore we compared P300-Speller performance with the standard stimulus (flashing characters) against performance with stimuli known for eliciting particularly strong ERPs due to their psychological salience, i.e. flashing familiar faces transparently superimposed on characters. Our results not only indicate remarkably increased ERPs in response to familiar faces but also improved P300-Speller performance due to a significant reduction of stimulus sequences needed for correct character classification. These findings demonstrate a promising new approach for improving the speed and thus fluency of BCI-enhanced communication with the widely used P300-Speller.

Entities:  

Mesh:

Year:  2011        PMID: 21934188     DOI: 10.1088/1741-2560/8/5/056016

Source DB:  PubMed          Journal:  J Neural Eng        ISSN: 1741-2552            Impact factor:   5.379


  63 in total

1.  Performance improvement of ERP-based brain-computer interface via varied geometric patterns.

Authors:  Zheng Ma; Tianshuang Qiu
Journal:  Med Biol Eng Comput       Date:  2017-06-28       Impact factor: 2.602

2.  Neural mechanisms of training an auditory event-related potential task in a brain-computer interface context.

Authors:  Sebastian Halder; Teresa Leinfelder; Stefan M Schulz; Andrea Kübler
Journal:  Hum Brain Mapp       Date:  2019-01-28       Impact factor: 5.038

3.  Online BCI Typing using Language Model Classifiers by ALS Patients in their Homes.

Authors:  William Speier; Nand Chandravadia; Dustin Roberts; S Pendekanti; Nader Pouratian
Journal:  Brain Comput Interfaces (Abingdon)       Date:  2016-11-15

Review 4.  Integrating language models into classifiers for BCI communication: a review.

Authors:  W Speier; C Arnold; N Pouratian
Journal:  J Neural Eng       Date:  2016-05-06       Impact factor: 5.379

5.  Different effects of using pictures as stimuli in a P300 brain-computer interface under rapid serial visual presentation or row-column paradigm.

Authors:  Álvaro Fernández-Rodríguez; María Teresa Medina-Juliá; Francisco Velasco-Álvarez; Ricardo Ron-Angevin
Journal:  Med Biol Eng Comput       Date:  2021-03-20       Impact factor: 2.602

6.  EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy.

Authors:  Min-Ho Lee; O-Yeon Kwon; Yong-Jeong Kim; Hong-Kyung Kim; Young-Eun Lee; John Williamson; Siamac Fazli; Seong-Whan Lee
Journal:  Gigascience       Date:  2019-05-01       Impact factor: 6.524

7.  Whether generic model works for rapid ERP-based BCI calibration.

Authors:  Jing Jin; Eric W Sellers; Yu Zhang; Ian Daly; Xingyu Wang; Andrzej Cichocki
Journal:  J Neurosci Methods       Date:  2012-09-29       Impact factor: 2.390

8.  Evaluating brain-computer interface performance using color in the P300 checkerboard speller.

Authors:  D B Ryan; G Townsend; N A Gates; K Colwell; E W Sellers
Journal:  Clin Neurophysiol       Date:  2017-08-08       Impact factor: 3.708

9.  Workshops of the Fifth International Brain-Computer Interface Meeting: Defining the Future.

Authors:  Jane E Huggins; Christoph Guger; Brendan Allison; Charles W Anderson; Aaron Batista; Anne-Marie A-M Brouwer; Clemens Brunner; Ricardo Chavarriaga; Melanie Fried-Oken; Aysegul Gunduz; Disha Gupta; Andrea Kübler; Robert Leeb; Fabien Lotte; Lee E Miller; Gernot Müller-Putz; Tomasz Rutkowski; Michael Tangermann; David Edward Thompson
Journal:  Brain Comput Interfaces (Abingdon)       Date:  2014-01

10.  Offline analysis of context contribution to ERP-based typing BCI performance.

Authors:  Umut Orhan; Deniz Erdogmus; Brian Roark; Barry Oken; Melanie Fried-Oken
Journal:  J Neural Eng       Date:  2013-10-08       Impact factor: 5.379

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