遇见数据集

Figure 6 - data

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Figshare2024-01-15 更新2026-04-08 收录
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<b>Figure 6. Extending sharp-wave ripple detection to non-human primates. c)</b> Significant differences between SWR recorded in mice and monkey. <b>d)</b> The best model of each architecture trained in mouse data, and the best filter configuration for mouse data, were applied to detect SWRs on the macaque data. We evaluated all models by computing F1-score against the ground truth (GT). Note relatively good results from non-retrained ML models and filter. <b>e)</b> Results of model re-training using macaque data. Data were split into a training and validation dataset (50% and 20% respectively), used to train the ML models; and a test set (30%), used to compute the F1 (left panel). Filter was not re-trained. <b>f)</b> F1-scores for the maximal performance of each model before and after re-training.

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2024-01-15
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