Neural Signal Decoder

Information regarding project available in report.pdf.

This repo is still a work in progress. All results are avilable in plots.ipynb, but this will be updated to separate Python scripts soon.

Getting Started

Step 1: Creating the Environment

1. Create a new Conda environment with the necessary libraries:

conda create -n signals python=3.9 jupyter numpy pandas scipy scikit-learn matplotlib seaborn
conda activate signals

2. Install PyTorch with MPS support (on Mac) or CUDA support:

pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cpu