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brain decoding

Use a visual transformer (ViT) to decode the brain state from iEEG recordings. This code is adapted from the work by Yuanyi Ding and Chenda Duan.

How to use

Install conda, python, and poetry:

sh src/tools/setup_sge_env.sh

Or you can do it manually:

Initialize Conda Once installation is complete, initialize Conda by running:

~/miniconda3/bin/conda init

This command will add Conda to your PATH, making it available in future terminal sessions.

Activate Conda To make the changes take effect, you can either open a new terminal or run:

source ~/.bashrc

Start conda environment:

conda create --name movie_decoding python=3.10

You only need to do the above steps the first time you run this project on your machine.

Activate conda environment:

conda activate movie_decoding

Install libraries to the conda environment with poetry:

poetry install

This command will install all the dependencies listed in the pyproject.toml file into your project environment.