For the publication of our Human Memory Decoding Paper
Author: Xiwei She, PhD
This repository contains MATLAB scripts for training a double-layer multi-resolution memory decoding model.
To reproduce the results and plots presented in the manuscript, start with the script named MD_0_1_dataProcessing.m and run through all scripts in order based on their naming indices.
All necessary functional scripts are stored in the folder named toolbox.
All intermediate result files will be automatically saved in the processedData and result folders once you finish running the corresponding scripts in the main directory.
To help readers better understand the model's methodologies, an example dataset is provided in the exampleData folder.
- The provided example dataset has been fully de-identified for ethical reasons.
- This dataset is intended solely for the purpose of checking and understanding the model's methodologies, as well as reproducing the results.
- Please do not distribute this data without explicit permission from the authors.
- Full dataset of this human memory decoding project are available upon request.
For any questions or inquiries, please reach out to:
- Xiwei She: [email protected] or [email protected]
- Dong Song: [email protected]
Thank you for your understanding and cooperation!