DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals

This repository is the official implementation of DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals.

Install package under development

To install the package under development, place yourself in the folder and run

pip install -e .

Results

To get the results on synthetic data (figures 2, 3, A.1 and A.2 in the paper)

python eval_synthetic.py

When run in parallel with 40 CPU, takes approximately 92 minutes.

To get the results on MNE sample dataset (figure 4 in paper)

python eval_sample.py

When run in parallel with 40 CPU, takes approximately 25 minutes (including 20 minutes for the CDL).

To get the results on MNE somatosensory dataset (figures 5, A.3, A.4 in paper)

python eval_somato.py

When run in parallel with 40 CPU, takes approximately 16 minutes (including 8 minutes for the CDL).