Welcome to genephys’ documentation
genephys is a Python tool to simulate electrophysiological data during a psychometric experiment, where for instance two stimuli are presented to a subject while EEG or MEG data is recorded. The toolbox generates data both during baseline and after stimulation, continuously or in trials. The data can be analysed using decoding analysis, and the results compared to decoding results from real data . To help with that, the package also provides basic decoding tools.
The generative model is described in this paper, and a Jupyter notebook reproducing the main results is also available here.
Check usage section for further information.
Note
This project is under active development.