EEG/EMG Foundation
Four tracks award the top three teams $2,500 each, plus travel support to present at the NeurIPS workshop in Sydney.
$2,500 for first, second, and third place in each of four tracks.
Who can win is a rules question. Eligibility, team composition, authorship on the competition report and the audit that gates every prize are defined on the Rules & FAQ page.
Each task-specific track has its own sponsor and the same cash prize structure: USD $2,500 to first, second, and third place, plus travel support for one representative per top-3 team to present at the NeurIPS workshop in Sydney.
Top-5 retrieval accuracy on held-out images. Sponsored by Alljoined, who also contribute the dataset.
Balanced accuracy across motor imagery, mental math, and word association, without recalibration. Sponsored by Meta FAIR Brain & AI.
Lowest MAE in seconds to stable N2 onset on consumer-grade wearable EEG. Sponsored by Muse, who provide the headband recordings.
Lowest mean absolute angular error when regressing 20 hand-joint trajectories from wristband surface EMG. Sponsored by Meta Reality Labs.
Some tracks may offer a 6-month research internship to the first-place team's chosen representative at the sponsor company, subject to the sponsor's standard hiring process. Sponsor agreements are not finalised; confirmed offers will be announced on this page.
Consent, mental privacy, and dataset-controller chains are operational baselines, not afterthoughts. The ethics page carries the full statement, the empirical limits on non-invasive decoding, and the per-track consent posture.
The prize pool is funded by the track sponsors and the host organisation; the host institutions cover top-3 travel for every track. Every sponsor is listed on the homepage with their contribution.
All sponsors & institutions →
Top-3 per track win $2,500 each plus travel support for one representative. Start with a baseline, beat it, pass the audit, present in Sydney.