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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

Lauren A. Hurley
Juan G. Restrepo
Sean E. Shaheen
ArXiv (abs)PDFHTML

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

4 / 4 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
86
41
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
43
63
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
72
69
0
18 Mar 2020
On the Impact of the Activation Function on Deep Neural Networks Training
On the Impact of the Activation Function on Deep Neural Networks Training
Soufiane Hayou
Arnaud Doucet
Judith Rousseau
ODL
65
202
0
19 Feb 2019

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