2020 International BCI Competition

 

   Overview
 

   Announcement
 

   Important Dates
 

   Committee
 

   Call for Papers
 

   Author Instructions
 

   Paper  Submissions
 

   Invited Talks
 

   Technical Program
 

   Registration
 

   Visa Assistance 
 

   Venue & Accomodation
 

   General Information
 

   Sponsors




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.

Tracks

Competition

Dataset

Performance measurement

Track 1

Few-shot EEG learning

OpenBMI

Classification accuracy (%)

Track 2

Microsleep detection from single-channel EEG

Sleep-EDF

Kappa value

Track 3

Imagined speech classification

Release

Classification accuracy (%)

Track 4

Upper-limb movements decoding in a single-arm

Release

Classification accuracy (%)

Track 5

EEG(+Ear-EEG)-based ERP detection during walking

Release

AUC

 

Description of Competition Datasets

Track 1

- Measuring performances for few-shot learning using EEG signals
- Two-class (Right hand and left hand) motor imagery tasks
- Training: 10 trials/class, Validation: 10 trials/class, Test: 10 trials/class

Track 2

- Detecting microsleep for driver drowsiness based on subject-independent strategy
- Five sleep stages from single EEG channel
- Training: Sleep-EDF, Validation & Test: drowsiness DB with Karolinska Sleepiness Scale

Track 3

- 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

- Measuring performances for session-to-session transfer problem
- Three grasp motions from a single-hand (‘Cylindrical’, ‘Spherical’, and ‘Lumbrical’) 
- Training: day 1, Validation: day 2, Test: day 3

Track 5

- 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

 

 

Schedule for 2020 International BCI Competition

Events

2020

2021

Mar.

Apr.

May

Jun.

Jul.

Aug.

Sep.

Oct.

Nov.

Dec.

Jan.

Feb.

Competition setup, Announcement

 

 

 

 

 

 

 

 

 

 

 

 

Release training and validation dataset

 

 

 

 

 

 

 

 

 

 

 

 

Code submission

 

 

 

 

 

 

 

 

 

 

 

 

Release test dataset and evaluation

 

 

 

 

 

 

 

 

 

 

 

 

Results notification

 

 

 

 

 

 

 

 

 

 

 

 

Award ceremony

 

 

 

 

 

 

 

 

 

 

 

 

* Code submission begins on May 1st, 2020. Please prepare your code including description and annotation. More detailed submission instructions will be announced later. 

Competition co-chairs: Seong-Whan Lee, José del R. Millán, Klaus-Robert Müller

 

Contact: bcicompetition2020@gmail.com


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Last update: 26, Jun. 2019