Long-Time Prediction of Arrhythmic Cardiac Action Potentials Using Recurrent Neural Networks and Reservoir Computing.

Front Physiol · 2021 · PMC8502981 · PMID 34646159

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a slight trendno p-value reported

As the number of neurons is changed, there is no clear effect on accuracy, except possibly for the hybrid ESN, which appears to have a slight trend toward lower RMSE with more neurons; see Figure 12 .

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a clear trendno p-value reported

It is difficult to discern a clear trend in accuracy with increased network size; prediction method differences appear to have stronger effects.

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