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The 2017 and 2018 Iranian Brain–Computer Interface Competitions
This article summarizes the first and second Iranian brain–computer interface competitions held in 2017 and 2018 by the National Brain Mapping Lab. Two 64-channel electroencephalography (EEG) datasets were contributed, including motor imagery as well as motor execution by three limbs. The competitor...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer - Medknow
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7528991/ https://www.ncbi.nlm.nih.gov/pubmed/33062613 http://dx.doi.org/10.4103/jmss.JMSS_65_19 |
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author | Aghdam, Nasser Samadzadeh Moradi, Mohammad Hassan Shamsollahi, Mohammad Bagher Nasrabadi, Ali Motie Setarehdan, Seyed Kamaledin Shalchyan, Vahid Faradji, Farhad Makkiabadi, Bahador |
author_facet | Aghdam, Nasser Samadzadeh Moradi, Mohammad Hassan Shamsollahi, Mohammad Bagher Nasrabadi, Ali Motie Setarehdan, Seyed Kamaledin Shalchyan, Vahid Faradji, Farhad Makkiabadi, Bahador |
author_sort | Aghdam, Nasser Samadzadeh |
collection | PubMed |
description | This article summarizes the first and second Iranian brain–computer interface competitions held in 2017 and 2018 by the National Brain Mapping Lab. Two 64-channel electroencephalography (EEG) datasets were contributed, including motor imagery as well as motor execution by three limbs. The competitors were asked to classify the type of motor imagination or execution based on EEG signals in the first competition and the type of executed motion as well as the movement onset in the second competition. Here, we provide an overview of the datasets, the tasks, the evaluation criteria, and the methods proposed by the top-ranked teams. We also report the results achieved with the submitted algorithms and discuss the organizational strategies for future campaigns. |
format | Online Article Text |
id | pubmed-7528991 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Wolters Kluwer - Medknow |
record_format | MEDLINE/PubMed |
spelling | pubmed-75289912020-10-13 The 2017 and 2018 Iranian Brain–Computer Interface Competitions Aghdam, Nasser Samadzadeh Moradi, Mohammad Hassan Shamsollahi, Mohammad Bagher Nasrabadi, Ali Motie Setarehdan, Seyed Kamaledin Shalchyan, Vahid Faradji, Farhad Makkiabadi, Bahador J Med Signals Sens Meeting Report This article summarizes the first and second Iranian brain–computer interface competitions held in 2017 and 2018 by the National Brain Mapping Lab. Two 64-channel electroencephalography (EEG) datasets were contributed, including motor imagery as well as motor execution by three limbs. The competitors were asked to classify the type of motor imagination or execution based on EEG signals in the first competition and the type of executed motion as well as the movement onset in the second competition. Here, we provide an overview of the datasets, the tasks, the evaluation criteria, and the methods proposed by the top-ranked teams. We also report the results achieved with the submitted algorithms and discuss the organizational strategies for future campaigns. Wolters Kluwer - Medknow 2020-07-03 /pmc/articles/PMC7528991/ /pubmed/33062613 http://dx.doi.org/10.4103/jmss.JMSS_65_19 Text en Copyright: © 2020 Journal of Medical Signals & Sensors http://creativecommons.org/licenses/by-nc-sa/4.0 This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms. |
spellingShingle | Meeting Report Aghdam, Nasser Samadzadeh Moradi, Mohammad Hassan Shamsollahi, Mohammad Bagher Nasrabadi, Ali Motie Setarehdan, Seyed Kamaledin Shalchyan, Vahid Faradji, Farhad Makkiabadi, Bahador The 2017 and 2018 Iranian Brain–Computer Interface Competitions |
title | The 2017 and 2018 Iranian Brain–Computer Interface Competitions |
title_full | The 2017 and 2018 Iranian Brain–Computer Interface Competitions |
title_fullStr | The 2017 and 2018 Iranian Brain–Computer Interface Competitions |
title_full_unstemmed | The 2017 and 2018 Iranian Brain–Computer Interface Competitions |
title_short | The 2017 and 2018 Iranian Brain–Computer Interface Competitions |
title_sort | 2017 and 2018 iranian brain–computer interface competitions |
topic | Meeting Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7528991/ https://www.ncbi.nlm.nih.gov/pubmed/33062613 http://dx.doi.org/10.4103/jmss.JMSS_65_19 |
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