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

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

20 December 2023
Lauren A. Hurley
Juan G. Restrepo
Sean E. Shaheen
ArXivPDFHTML

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

3 / 3 papers shown
Title
A Systematic Exploration of Reservoir Computing for Forecasting Complex
  Spatiotemporal Dynamics
A Systematic Exploration of Reservoir Computing for Forecasting Complex Spatiotemporal Dynamics
Jason A. Platt
S. Penny
T. A. Smith
Tse-Chun Chen
H. Abarbanel
AI4TS
61
37
0
21 Jan 2022
Do Reservoir Computers Work Best at the Edge of Chaos?
Do Reservoir Computers Work Best at the Edge of Chaos?
T. Carroll
21
62
0
02 Dec 2020
A Survey on Activation Functions and their relation with Xavier and He
  Normal Initialization
A Survey on Activation Functions and their relation with Xavier and He Normal Initialization
Leonid Datta
AI4CE
61
69
0
18 Mar 2020
1