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facebookresearch/brain2qwerty

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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Python
1.1k
180
1 contributors
Custom license
AchievementsView all →
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How fast facebookresearch/brain2qwerty is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 20 – Oct 19, 2026

Stars +246 in 61 days

02040
39

Forks +47 in 61 days

0510
9

Merged PRs 0 in 61 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 20Aug 28Sep 5Sep 13Sep 21Sep 29Oct 7Oct 15
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Thu, Aug 20, 2026+0+00
Fri, Aug 21, 2026+1+10
Sat, Aug 22, 2026+1+00
Sun, Aug 23, 2026+1+10
Mon, Aug 24, 2026+2+00
Tue, Aug 25, 2026+2+00
Wed, Aug 26, 2026+2+00
Thu, Aug 27, 2026+2+00
Fri, Aug 28, 2026+1+00
Sat, Aug 29, 2026+0+00
Sun, Aug 30, 2026+0+00
Mon, Aug 31, 2026+1+00
Tue, Sep 1, 2026+3+00
Wed, Sep 2, 2026+2+00
Thu, Sep 3, 2026+0+00
Fri, Sep 4, 2026+0+00
Sat, Sep 5, 2026+0+00
Sun, Sep 6, 2026+0+00
Mon, Sep 7, 2026+3+00
Tue, Sep 8, 2026+1+00
Wed, Sep 9, 2026+0+00
Thu, Sep 10, 2026+1+00
Fri, Sep 11, 2026+1+00
Sat, Sep 12, 2026+0+00
Sun, Sep 13, 2026+1+00
Mon, Sep 14, 2026+2+10
Tue, Sep 15, 2026+1+00
Wed, Sep 16, 2026+0+00
Thu, Sep 17, 2026+0+00
Fri, Sep 18, 2026+0+10
Sat, Sep 19, 2026+0+00
Sun, Sep 20, 2026+2+00
Mon, Sep 21, 2026+0+00
Tue, Sep 22, 2026+1+00
Wed, Sep 23, 2026+0+00
Thu, Sep 24, 2026+0+00
Fri, Sep 25, 2026+2+00
Sat, Sep 26, 2026+0+00
Sun, Sep 27, 2026+1+10
Mon, Sep 28, 2026+0+00
Tue, Sep 29, 2026+0+00
Wed, Sep 30, 2026+0+00
Thu, Oct 1, 2026+1+00
Fri, Oct 2, 2026+16+10
Sat, Oct 3, 2026+39+90
Sun, Oct 4, 2026+22+50
Mon, Oct 5, 2026+19+50
Tue, Oct 6, 2026+9+00
Wed, Oct 7, 2026+23+50
Thu, Oct 8, 2026+13+10
Fri, Oct 9, 2026+8+30
Sat, Oct 10, 2026+10+20
Sun, Oct 11, 2026+7+10
Mon, Oct 12, 2026+6+10
Tue, Oct 13, 2026+10+10
Wed, Oct 14, 2026+1+10
Thu, Oct 15, 2026+9+20
Fri, Oct 16, 2026+3+00
Sat, Oct 17, 2026+5+10
Sun, Oct 18, 2026+5+30
Mon, Oct 19, 2026+6+10
Total+246+470
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Mentions and achievements

Where people are talking about facebookresearch/brain2qwerty, and every badge it has earned
  1. Aug 201 post

    • Meta built an AI that reads full sentences straight out of your brain and types them. No implant. No surgery. Everyone's busy comparing chatbots. This is the result that actually matters. It's called…

      Read full on X, posted by @HeyGurisaroy

      @HeyGurisaroy · x.com

  2. 2 months earlier
  3. Jul 61 post

    • Three ways @Meta used AI for the model (Brain 2 qwerty) ** Using deep learning for event detection as opposed to hand crafted pipelines, **Fine-tuning LLMs to extract semantic representation, **Using…

      Read full on X, posted by @zealousrosheed

      @zealousrosheed · x.com

  4. Jun 303 posts7 posts

    • 6. It keeps improving with more recording hours (no plateau yet) — and AI coding agents tuned the pipeline better than a standard hyperparameter search. I made a short visual breakdown - one diagram…

      Read full on X, posted by @VukRosic99

      @VukRosic99 · x.com

    • また、MetaはBrain2Qwerty v1とBrain2Qwerty v2のトレーニングコードを以下のリンク先で公開しています。

      Read full on X, posted by @chibafx

      @chibafx · x.com

    • 6. It keeps improving with more recording hours (no plateau yet) — and AI coding agents tuned the pipeline better than a standard hyperparameter search. I made a short visual breakdown - one diagram…

      Read full on X, posted by @VukRosic99

      @VukRosic99 · x.com

    • Past the headline, here are the v2 numbers: word accuracy jumped from 48% to 78% for the best participant, on roughly 10x more training data. And they open-sourced all of it. Code on GitHub, the…

      Read full on X, posted by @somi_ai

      @somi_ai · x.com

    • Meta’s Brain2Qwerty v2 turns thoughts into text, and it doesn’t need brain implants "The latest AI model decodes brain signals into coherent sentences using external scanners."

      Read full on X, posted by @EddieWhoWrites

      @EddieWhoWrites · x.com

    • Meta’s Brain2Qwerty v2 turns thoughts into text, and it doesn’t need brain implants "The latest AI model decodes brain signals into coherent sentences using external scanners." (Could this be…

      Read full on X, posted by @EddieWhoWrites

      @EddieWhoWrites · x.com

    • Does this mean the work is useless? Absolutely not! I believe both of these challenges are solvable. At the very least, it indicates that there is a noninvasive signal present that can be extracted…

      Read full on X, posted by @iScienceLuvr

      @iScienceLuvr · x.com

  5. Jun 291 post

    • Brain2Qwerty v2

      Read full on Hacker News

      Hacker News

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