About AlphaHand

Project scope

The project studies whether short Muse 2 EEG windows can separate action state and finger identity in a reproducible research pipeline.

The long-term motivation is assistive or robotic control, but the public site is limited to current research evidence and documentation.

Use the site

• Results for current metrics, figures, and per-run bundles.
• How it works for the pipeline, preprocessing, and model flow.
• Deep dive for the full tuning, selection, and replay-validation story behind the featured model.
• Paper for manuscript status and the current public placeholder PDF.
• Team for researcher and collaborator information.

Current public scope

The site currently includes 2 published runs across 2 subjects.

The featured run is 2-m16 from March 19, 2026.

Repository and team

Code and research artifacts are maintained in the public repository. Researcher and collaborator details are listed on the team page.

What is public now

• • Current results page and per-run bundles
• • HTML report and figure set for the featured run
• • Paper status page with placeholder PDF
• • Public research repository

Status

• • Public run bundles are available for 1-M16 and 2-M16, with metrics, figures, and HTML reports.
• • The featured run on the site is the March 19, 2026 2-M16 bundle.
• • Saved test-split metrics, holdout diagnostics, and replay summaries are labeled separately.

Future work

• • Broader subject coverage beyond the current two public bundles.
• • More live or hardware-linked validation beyond offline replay and pseudo-live summaries.
• • Further manuscript revision, proofreading, and eventual pre-print release preparation.

Paper status

The actual pre-print is not public yet. The paper page is currently a status page with a placeholder PDF while the manuscript remains private.