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Song Identification Project

TritonNeuroTech @ UCSD: Intro Project

Repository Structure

  • /data - Where the recorded eeg data, intermediate variables, and analysis results for plotting the figures will be stored.
    • /data/data - Contains .mat files which contain the EEG data from the Dryad dataset.
    • /data/example_data - Contains example data for when we collect our own data.
  • /figures - Stores all of the figures generated by the scripts.
  • /notebooks - Jupyter notebooks illustrating the data processing for JDA.
  • /scripts - MATLAB scrips for pre-processing the data into usable format and implementing stimulus reconstruction.
  • requirements.txt - Programs and Tools used.

Git SubModules

Acknowledgement

Resources Used

[1] Accurate Decoding of Imagined and Heard Melodies
[2] The Multivariate Temporal Response Function (mTRF) Toolbox
[3] Joint Decorrelation, a Versatile Tool for Multichannel Data Analysis
[4] Imagined Musical Scale Relationships Decoded from Auditory Complex

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