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the 2017 and 2018 iranian brain–computer interface competitions
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نویسنده
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samadzadehaghdam nasser ,motie nasrabadi ali ,setarehdan kamaledin ,shalchyan vahid ,faradji farhad ,moradi mohammad hassan ,shamsollahi mohammad bagher ,makkiabadi bahador
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منبع
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journal of medical signals and sensors - 2020 - دوره : 10 - شماره : 3 - صفحه:208 -216
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چکیده
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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.
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کلیدواژه
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brain–computer interface ,electroencephalography ,motor execution ,motor imagery ,movement onset
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آدرس
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tehran university of medical sciences, school of medicine, department of medical physics and biomedical engineering, iran, shahed university, faculty of engineering, department of biomedical engineering, iran, university of tehran, control and intelligent processing centre of excellence, school of electrical and computer engineering, college of engineering, iran, iran university of science and technology, school of electrical engineering, department of biomedical engineering, iran, k. n. toosi university of technology, department of electrical engineering, iran, amirkabir university of technology, department of biomedical engineering, iran, sharif university of technology, department of electrical engineering, biomedical signal and image processing laboratory, iran, tehran university of medical sciences, school of medicine, department of medical physics and biomedical engineering, iran
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پست الکترونیکی
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b-makkiabadi@sina.tums.ac.ir
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Authors
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