Dana Farber Data Science | Events

Dana Farber Data Science hosts scientific seminars, training sessions and events throughout the year. See what's happening next.

GitHub - bigcode-project/starcoder: Home of StarCoder: fine-tuning & inference!

Home of StarCoder: fine-tuning & inference! Contribute to bigcode-project/starcoder development by creating an account on GitHub.

Semantic reconstruction of continuous language from non-invasive brain recordings | Nature Neuroscience

A brain–computer interface that decodes continuous language from non-invasive recordings would have many scientific and practical applications. Currently, however, non-invasive language decoders can only identify stimuli from among a small set of words or phrases. Here we introduce a non-invasive decoder that reconstructs continuous language from cortical semantic representations recorded using functional magnetic resonance imaging (fMRI). Given novel brain recordings, this decoder generates intelligible word sequences that recover the meaning of perceived speech, imagined speech and even silent videos, demonstrating that a single decoder can be applied to a range of tasks. We tested the decoder across cortex and found that continuous language can be separately decoded from multiple regions. As brain–computer interfaces should respect mental privacy, we tested whether successful decoding requires subject cooperation and found that subject cooperation is required both to train and to apply the decoder. Our findings demonstrate the viability of non-invasive language brain–computer interfaces. Tang et al. show that continuous language can be decoded from functional MRI recordings to recover the meaning of perceived and imagined speech stimuli and silent videos and that this language decoding requires subject cooperation.

Copyright and Artificial Intelligence | U.S. Copyright Office

Copyright law

Health Data, Technology, and Interoperability: Certification Program Updates, Algorithm Transparency, and Information Sharing (HTI-1) Proposed Rule | HealthIT.gov

ONC's HTI-1 proposed rule seeks to implement provisions of the 21st Century Cures Act and make updates to the ONC Health IT Certification Program (Certification Program) with new and updated standards, implementation specifications, and certification criteria.

DATA Scholars: Tackling Biomedical Research Challenges with Data Science Expertise | Data Science at NIH

Welcome! You are invited to join a meeting: Marvin Zelen Memorial Symposium. After registering, you will receive a confirmation email about joining the meeting.

Welcome! You are invited to join a meeting: Marvin Zelen Memorial Symposium. After registering, you will receive a confirmation email about joining the meeting.