#Brain2Qwerty

Decoding Sentences from Non-Invasive Recordings of the Brain.

#Documentation

• Project website
• Meta blog

#Publications

• Non-invasive decoding of typed sentences from human brain activity (Nature Neuroscience, 2026).

• Accurate Decoding of Natural Sentences from Non-Invasive Brain Recordings (preprint, 2026).

#Code

• brain2qwerty_v1/
• brain2qwerty_v2/

#Infrastructure

• NeuralSet
• NeuralTrain

#License

The code is released under CC BY-NC 4.0.

#Data

• Brain2Qwerty v1: https://huggingface.co/datasets/bcbl190626/SpanishBCBL
• Brain2Qwerty v2: under embargo until the paper acceptation.

The datasets are collected by and belong to the BCBL — Basque Center on Cognition, Brain and Language.