Нейроинтерфейсы

Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark

Chethan Pandarinath: "Together with AE Studios, we implement a flexible evaluation platform that only requires user-submitted code to return behavioral predictions on unseen data." — https://bsky.app/profile/chethanp.bsky.social/post/3lcgnqt6au22b

Website: https://snel-repo.github.io/falcon/

Препринт:

Brianna M. Karpowicz, Joel Ye, Chaofei Fan, ... Lee E. Miller, Adam G. Rouse, Robert A. Gaunt, Jennifer L. Collinger, Chethan Pandarinath. Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark. bioRxiv, October 31, 2024 https://doi.org/10.1101/2024.09.15.613126

Bluesky Social

Chethan Pandarinath (@chethanp.bsky.social)

We include open datasets and standardized metrics to evaluate BCI decoding performance. Together with AE Studios, we implement a flexible evaluation platform that only requires user-submitted code to return behavioral predictions on unseen data.

Summary…

www.group-telegram.com/ms/bci_ru.com/4097

877 viewsSergei Shishkin, edited  Dec 5 at 17:07

Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark

Chethan Pandarinath: "Together with AE Studios, we implement a flexible evaluation platform that only requires user-submitted code to return behavioral predictions on unseen data." — https://bsky.app/profile/chethanp.bsky.social/post/3lcgnqt6au22b

Website: https://snel-repo.github.io/falcon/

Препринт:

Brianna M. Karpowicz, Joel Ye, Chaofei Fan, ... Lee E. Miller, Adam G. Rouse, Robert A. Gaunt, Jennifer L. Collinger, Chethan Pandarinath. Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark. bioRxiv, October 31, 2024 https://doi.org/10.1101/2024.09.15.613126

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