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  Artifacts from the paper "Semantic reconstruction of continuous
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- language from non-invasive brain recordings" [[paper](https://www.nature.com/articles/s41593-023-01304-9), [code](https://github.com/HuthLab/semantic-decoding)]:
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  1. `data_lm/`: lanugage model for various tasks
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  2. `models/`: encoder model + word rate model for various tasks
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  3. `data_test/`: test data with (word, fmri) pairs for various tasks
 
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  Artifacts from the paper "Semantic reconstruction of continuous
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+ language from non-invasive brain recordings" [[paper](https://www.nature.com/articles/s41593-023-01304-9)] [[code](https://github.com/HuthLab/semantic-decoding)]:
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  1. `data_lm/`: lanugage model for various tasks
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  2. `models/`: encoder model + word rate model for various tasks
5
  3. `data_test/`: test data with (word, fmri) pairs for various tasks