Independent research · Open by design

Promethean Science. Unfettered Knowledge.

A community-driven, non-profit research initiative exploring quantitative systems, deep learning, and hardware engineering. We share research and reproducible methods, and make each paper's access and reuse terms clear.

Explore Preprints GitHub Organization Main Site

Open to new collaboratorsResearch with no affiliation required

Open research, in practice

Free to readResearch stays accessible to everyone.

Open participationNo affiliation or account required.

Reproducible workCode and methods shared alongside papers.

Research across disciplines

Quantitative systems Machine learning Embedded hardware Reproducible science

Publications and preprints

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Artifacts, open source, and benchmarks

Models, datasets, and hardware designs tied to the papers. Add or remove entries in data/works.json.

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About the community

Cyclocerine Research is a community initiative focused on making technical work easier to inspect, discuss, and build upon. Access and reuse terms vary by publication, so check the publisher's page and license for each paper.

We share code and data when available and permitted. Anyone can take part: propose a study, review a draft, replicate a result, or improve a research artifact.

Contact and contributing

Found a bug or could not reproduce a result? Want to run an experiment, review a draft, or add a paper? Everyone is welcome, no affiliation needed.

Join the discussion research@cyclocerine.me