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Brain2Qwerty

Decoding Sentences from Non-Invasive Recordings of the Brain.

A participant types in an MEG scanner; Brain2Qwerty reconstructs the sentence from brain activity.

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The code is released under CC BY-NC 4.0.

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

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Non-invasive decoding of typed sentences from MEG and EEG brain recordings using a convolutional encoder, transformer, and character-level language model.

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