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1905.09419
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Effect of shapes of activation functions on predictability in the echo state network
22 May 2019
Hanten Chang
S. Nakaoka
H. Ando
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Papers citing
"Effect of shapes of activation functions on predictability in the echo state network"
5 / 5 papers shown
Empirical Investigation into Configuring Echo State Networks for Representative Benchmark Problem Domains
Brooke R. Weborg
Gursel Serpen
122
0
0
14 Aug 2025
Tuning the activation function to optimize the forecast horizon of a reservoir computer
Lauren A. Hurley
Juan G. Restrepo
Sean E. Shaheen
295
6
0
20 Dec 2023
Embedding Theory of Reservoir Computing and Reducing Reservoir Network Using Time Delays
Physical Review Research (Phys. Rev. Res.), 2023
Xing-Yue Duan
Xiong Ying
Siyang Leng
Jürgen Kurths
Wei Lin
Huanfei Ma
309
37
0
16 Mar 2023
Reinforcement Learning with Convolutional Reservoir Computing
Hanten Chang
K. Futagami
145
24
0
05 Dec 2019
Convolutional Reservoir Computing for World Models
Hanten Chang
K. Futagami
153
5
0
18 Jul 2019
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