Motor Dynamics Analysis

Untangling the mechanism of neural dynamics and muscle dynamics.

Requirements

To install requirements:

pip install -r requirements.txt

Training

Train the models in this paper, run this command:

python tools/train_stgcn_generator.py --cfg experiments/stgcn_generator/calcium2muscle/ventral.yaml

Evaluation

To evaluate the models.

Dataset format

[
    {
        'data': pd.DataFrame,
        'images': [np.ndarray, ...]
    },
    ...
]