Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Aghdam, Nasser Samadzadeh, Moradi, Mohammad Hassan, Shamsollahi, Mohammad Bagher, Nasrabadi, Ali Motie, Setarehdan, Seyed Kamaledin, Shalchyan, Vahid, Faradji, Farhad, Makkiabadi, Bahador
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2020
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
_version_ 1783589357924384768
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
work_keys_str_mv AT aghdamnassersamadzadeh the2017and2018iranianbraincomputerinterfacecompetitions
AT moradimohammadhassan the2017and2018iranianbraincomputerinterfacecompetitions
AT shamsollahimohammadbagher the2017and2018iranianbraincomputerinterfacecompetitions
AT nasrabadialimotie the2017and2018iranianbraincomputerinterfacecompetitions
AT setarehdanseyedkamaledin the2017and2018iranianbraincomputerinterfacecompetitions
AT shalchyanvahid the2017and2018iranianbraincomputerinterfacecompetitions
AT faradjifarhad the2017and2018iranianbraincomputerinterfacecompetitions
AT makkiabadibahador the2017and2018iranianbraincomputerinterfacecompetitions
AT aghdamnassersamadzadeh 2017and2018iranianbraincomputerinterfacecompetitions
AT moradimohammadhassan 2017and2018iranianbraincomputerinterfacecompetitions
AT shamsollahimohammadbagher 2017and2018iranianbraincomputerinterfacecompetitions
AT nasrabadialimotie 2017and2018iranianbraincomputerinterfacecompetitions
AT setarehdanseyedkamaledin 2017and2018iranianbraincomputerinterfacecompetitions
AT shalchyanvahid 2017and2018iranianbraincomputerinterfacecompetitions
AT faradjifarhad 2017and2018iranianbraincomputerinterfacecompetitions
AT makkiabadibahador 2017and2018iranianbraincomputerinterfacecompetitions