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**[Important Announcement]** ------------------------------------------------------------------------ Due to COVID-19, the award ceremony of the 2020 International BCI Competition has been canceled, unfortunately. Each participant will receive the certificate of the award individually via e-mail. The organizing committee of the competition received many inquiries from the participants through e-mail. After discussion by committee members, we decided not to open the label for the test dataset to the public. It will remain private for the next competition. **2020 International BCI Competition** ------------------------------------------------------------------------ ***Call for Competitors*** We invite competitors for the 2020 International BCI Competition. We encourage competition participation on any topic of interest to the competition tracks. Interdisciplinary topics that will attract a significant cross-section of the community are highly encouraged. Below you will find a brief summary of competitions. For any questions, please contact the 2020 International BCI Competition organizing committee (bcicompetition2020@gmail.com). All prizes are tentative and depend solely on the organizing team of each competition and the corresponding sponsors. ---------- ![Track description](https://files.osf.io/v1/resources/pq7vb/providers/osfstorage/5e9d5809f1353506b0d58b01?mode=render =70%x) **Description of Competition Datasets** Track 1. Few-shot EEG learning - Measuring performances for few-shot learning using EEG signals - Two-class (Left hand and right hand) motor imagery tasks - Training: 10 shots/class, Validation: 10 shots/class, Test: 10 shots/class Track 2. Microsleep detection from single-channel EEG - Detecting microsleep for driver drowsiness detection - Five sleep stages from Fpz-Cz channel - Training: Sleep-EDF, Validation & Test: drowsiness DB for Karolinska Sleepiness Scale (KSS) Track 3. Imagined speech classification - Measuring classification performances of multi-class imagined speech - Five-class imagined speech words/phrases for basic communication (e.g., ‘Hello’, ‘Help me’, ‘Stop’, ‘Thank you’, and ‘Yes’) - Training: 60 trials/class, Validation: 10 trials/class, Test: 10 trials/class Track 4. Upper-limb movements decoding in a single-arm - Measuring performances for session-to-session transfer problem - Three grasping tasks from a single-hand (‘Cylindrical’, ‘Spherical’, and ‘Lumbrical’) - Training: day 1, Validation: day 2, Test: day 3 Track 5. EEG(+Ear-EEG)-based ERP detection during walking - Measuring performances for ambulatory BCIs to solve signal distortion problem - Measure: Scalp-EEG/Ear-EEG/IMU, Paradigm: ERP, Walking speed: 1.6 m/s - Training: 180 trials, Validation: 60 trials, Test: 60 trials ![Competition schedule](https://mfr.osf.io/export?url=https://osf.io/eb4m7/?direct%26mode=render%26action=download%26public_file=True&initialWidth=848&childId=mfrIframe&parentTitle=OSF+%7C+Competition_schedule.png&parentUrl=https://osf.io/eb4m7/&format=2400x2400.jpeg) * (Canceled) Code submission begins on May 1st, 2020. * We may require participants to verify their code and performance of the model if necessary. Competition co-chairs: Seong-Whan Lee, Klaus-Robert Müller, José del R. Millán
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