2026-10-14T05:09:42Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33806332 2026-09-15T18:32:53Z category_24736 category_28864 category_29173 item_type_3 month_year_09_2026

MEEGNet: An open source Python library for the application of convolutional neural networks to MEG Arthur Dehgan (24799219) Computational neuroscience (incl. mathematical neuroscience and theoretical neuroscience) Artificial intelligence not elsewhere classified Machine learning not elsewhere classified Machine Learning electrophysiology (EEG) Magnetoencephalography (MEG) Electroencephalography (EEG) Python Library Open-Source Library Deep Learning Neural Networks BCI <p dir="ltr">All files needed to reproduce figures from the MEEGNet paper. <br><br>Instructions:</p><ul><li>The saliency_maps.tar.gz archive should remain at the root of the github project once cloned.</li><li>The optputs folder should keep its structure for the notebooks to find the .mat files that contain tracker information from training.</li><li>The pre-trained model for the Auditory vs Visual Stimulus classification task (.pt with .mat files) should remain at the root of the repository for the gradcam and saliency maps notebooks to run correclty.</li></ul><p></p> 2026-09-15T18:32:53Z Dataset Dataset 10.6084/m9.figshare.33806332.v1 https://figshare.com/articles/dataset/MEEGNet_An_open_source_Python_library_for_the_application_of_convolutional_neural_networks_to_MEG/33806332 CC BY 4.0