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.
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Custom convolutional neural network for detecting hippocampal sharp wave ripples
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Schmitz-lab/ripNet_CNN
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Custom convolutional neural network for detecting hippocampal sharp wave ripples
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