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semantic-decoding

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Artifacts from the paper "Semantic reconstruction of continuous language from non-invasive brain recordings" [paper] [code].

This repo is organized as follows:

  1. data_lm/: lanugage model for various tasks
  2. models/: encoder model + word rate model for various tasks
  3. data_test/: test data with (word, fmri) pairs for various tasks
  4. data_train/: train data with (word, fmri) pairs for various subjects + tasks
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