Custom convolutional neural network for detecting hippocampal sharp wave ripples. Described in Cooper et al. 2025 link.
Outperforms standard spectral feature based detection, with F1 score of 86%.
Pytorch code includes scripts for interpreting the model via saliency maps and Grad-CAM.
Schmitz-lab/ripNet_CNN
Folders and files
| Name | Name | Last commit date | ||
|---|---|---|---|---|