https://github.com/xrsrke/neuraltext

Decoding neural activity into text
https://github.com/xrsrke/neuraltext

bci brain-computer-interface brain-machine-interface brain2text decode-neural-activity neural-activity

Last synced: about 1 month ago
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Decoding neural activity into text

• Host: GitHub
• URL: https://github.com/xrsrke/neuraltext
• Owner: xrsrke
• License: mit
• Created: 2023-01-31T09:16:42.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-02-24T04:28:43.000Z (about 2 years ago)
• Last Synced: 2025-03-27T11:13:57.553Z (about 2 months ago)
• Topics: bci, brain-computer-interface, brain-machine-interface, brain2text, decode-neural-activity, neural-activity
• Language: Jupyter Notebook
• Homepage:
• Size: 13.6 MB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
NeuralText - 🚧 WORK IN PROGRESS 🚧

================

![image.png](index_files/figure-commonmark/12b638ad-1-image-2.png)

Paper: [High-performance brain-to-text communication via

handwriting](https://www.nature.com/articles/s41586-021-03506-2)

I’m currently working towards this paper. Check out my learning progress

here: https://twitter.com/xariusrke/status/1621403313651728386

### The Dataset

![image.png](index_files/figure-commonmark/e0997627-1-image.png)

### TODO

- Generate synthetic sentences

- Create snippet template for each character

- Create a Dataset class for sentences

- Labelling sentence data