rippl-IA

This dataset contains everything to reproduce the main figures of Navas-Olive, Rubio, et al. 2023.

In this work, the Prida Lab have developed rippl-AI, an open toolbox of Artifical Intelligence (AI) resources for detection of hippocampal neurophysiological signals, in particular sharp-wave ripples (SWR). This toolbox offers multiple successful plug-and-play machine learning (ML) models from 5 different architectures (1D-CNN, 2D-CNN, LSTM, SVM and XGBoost) that are ready to use to detect SWRs in hippocampal recordings. Moreover, there is an additional package that allows easy re-training, so that models are updated to better detect particular features of your own recordings.