The EEG/EMG Foundation Challenge 2026 starts in 4 days 💫
🔗 neural-interfaces26.github.i…
Four tracks 🧠 :
🖼️ EEG-to-IMG
➗ BCI decoding
😴 Predicting sleep onset
✋ EMG-to-Pose
Let's push the frontiers of neural decoding further 🔥
Joséphine Raugel retweeted
some exciting new work from our AI teams at Meta on non-invasive brain computer interfaces!
We’re sharing the next major milestone in our non-invasive brain-to-text decoder research: Brain2Qwerty v2.
Building on v1, which was published today in @Nature, Brain2Qwerty v2 is the highest-performing end-to-end pipeline capable of real-time sentence decoding from raw brain signals. It advances beyond character-level performance to decoding words and semantics, enabling accuracy for overall communication.
We believe this research has the potential to make a real difference for the millions of people who suffer from brain lesions or disorders that prevent them from communicating.
🧵👇
Joséphine Raugel retweeted
We’re happy to announce 2 releases today:
- 🧠Brain2qwerty v1 is published at @NatureNeuro
- 🚀 Brain2Qwerty v2 is now publicly released
Explore how we decode sentences from non-invasive brain recordings: facebookresearch.github.io/b…
Links:
📄v1 Nature Neuro: nature.com/articles/s41593-0…
📑v2 Meta preprint: facebookresearch.github.io/b…
💻Code: github.com/facebookresearch/…
📊Data: huggingface.co/datasets/bcbl…
📝Blog: ai.meta.com/blog/brain2qwert…
🧵Thread: xitter.cf/JarodLevy/status/20715…
Joséphine Raugel retweeted
We’re very happy to share our latest paper:
“Boosting Brain-to-Image Decoding with TRIBE v2 Data Augmentation“ with up to 68% gain in brain-to-image image decoding!
📝arxiv.org/abs/2606.06345
🧵Details in thread below:
1/ We’re so glad to share this new study 💫
Does the brain learn like a Deep Net? 🧠⚙️
- 📄Misalignment Between Backpropagation and the Hierarchy of Brain Responses to Images
- 🔗arxiv.org/abs/2605.28693
Thread below 🧵
14/ and 🙏to all the open source and open data #NeuroAI communities for making this possible!
15/ Finally thanks to @ylecun and @pascalefung for the insightful discussions on this topic





