Search Results for author: Lauren A. Hurley

Found 1 papers, 0 papers with code

Tuning the activation function to optimize the forecast horizon of a reservoir computer

no code implementations20 Dec 2023 Lauren A. Hurley, Juan G. Restrepo, Sean E. Shaheen

By using different functions from this set, and by modifying their parameters, we explore whether the entropy of node activation levels or the curvature of the activation functions determine the predictive ability of the reservoirs.

Hyperparameter Optimization

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