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Electrophysiological responses of relatedness to consecutive word stimuli in relation to an actively recollected target word

In this paper, we investigate the robustness of electrophysiological responses of relatedness to multiple consecutive word stimuli (probes), in relation to an actively recollected target word. Such relatedness information could be used by a Brain Computer Interface to infer the active semantic conce...

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Autores principales: Dijkstra, Karen, Farquhar, Jason, Desain, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6786994/
https://www.ncbi.nlm.nih.gov/pubmed/31601871
http://dx.doi.org/10.1038/s41598-019-51011-4
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author Dijkstra, Karen
Farquhar, Jason
Desain, Peter
author_facet Dijkstra, Karen
Farquhar, Jason
Desain, Peter
author_sort Dijkstra, Karen
collection PubMed
description In this paper, we investigate the robustness of electrophysiological responses of relatedness to multiple consecutive word stimuli (probes), in relation to an actively recollected target word. Such relatedness information could be used by a Brain Computer Interface to infer the active semantic concept on a user’s mind, by integrating the knowledge of the relationship between the multiple probe words and the ‘unknown’ target. Such a BCI can take advantage of the N400: an event related potential that is sensitive to semantic content of a stimulus in relation to an established semantic context. However, it is unknown whether the N400 is suited for the multiple probing paradigm we propose, as other intervening words might distract from the established context (i.e., the target word). We perform an experiment in which we present up to ten words after an initial target word, and find no attenuation of the strength of the N400 in grand average ERPs and no decrease in classification accuracy for probes occurring later in the sequences. These results are groundwork for developing a BCI that infers the concept on a user’s mind through repeated probing, however, low single trial decoding accuracy, and high subject variability may limit practical applicability.
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spelling pubmed-67869942019-10-17 Electrophysiological responses of relatedness to consecutive word stimuli in relation to an actively recollected target word Dijkstra, Karen Farquhar, Jason Desain, Peter Sci Rep Article In this paper, we investigate the robustness of electrophysiological responses of relatedness to multiple consecutive word stimuli (probes), in relation to an actively recollected target word. Such relatedness information could be used by a Brain Computer Interface to infer the active semantic concept on a user’s mind, by integrating the knowledge of the relationship between the multiple probe words and the ‘unknown’ target. Such a BCI can take advantage of the N400: an event related potential that is sensitive to semantic content of a stimulus in relation to an established semantic context. However, it is unknown whether the N400 is suited for the multiple probing paradigm we propose, as other intervening words might distract from the established context (i.e., the target word). We perform an experiment in which we present up to ten words after an initial target word, and find no attenuation of the strength of the N400 in grand average ERPs and no decrease in classification accuracy for probes occurring later in the sequences. These results are groundwork for developing a BCI that infers the concept on a user’s mind through repeated probing, however, low single trial decoding accuracy, and high subject variability may limit practical applicability. Nature Publishing Group UK 2019-10-10 /pmc/articles/PMC6786994/ /pubmed/31601871 http://dx.doi.org/10.1038/s41598-019-51011-4 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Dijkstra, Karen
Farquhar, Jason
Desain, Peter
Electrophysiological responses of relatedness to consecutive word stimuli in relation to an actively recollected target word
title Electrophysiological responses of relatedness to consecutive word stimuli in relation to an actively recollected target word
title_full Electrophysiological responses of relatedness to consecutive word stimuli in relation to an actively recollected target word
title_fullStr Electrophysiological responses of relatedness to consecutive word stimuli in relation to an actively recollected target word
title_full_unstemmed Electrophysiological responses of relatedness to consecutive word stimuli in relation to an actively recollected target word
title_short Electrophysiological responses of relatedness to consecutive word stimuli in relation to an actively recollected target word
title_sort electrophysiological responses of relatedness to consecutive word stimuli in relation to an actively recollected target word
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6786994/
https://www.ncbi.nlm.nih.gov/pubmed/31601871
http://dx.doi.org/10.1038/s41598-019-51011-4
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