This repository summaries the research studies related to deep learning with posit arithmetic. The studies are sorted by the publication dates either on Conference/Journal or ArXiv and OpenReview. Feel free to reach me (seyed hamed fatemi langroudi) at (email: sf3052@rit.edu) if your publication is missed or the publication date is wrong.