123 related articles for article (PubMed ID: 37695924)
1. A double-cycle echo state network topology for time series prediction.
Fu J; Li G; Tang J; Xia L; Wang L; Duan S
Chaos; 2023 Sep; 33(9):. PubMed ID: 37695924
[TBL] [Abstract][Full Text] [Related]
2. The combination of circle topology and leaky integrator neurons remarkably improves the performance of echo state network on time series prediction.
Xue F; Li Q; Li X
PLoS One; 2017; 12(7):e0181816. PubMed ID: 28759581
[TBL] [Abstract][Full Text] [Related]
3. Impact of time-history terms on reservoir dynamics and prediction accuracy in echo state networks.
Ebato Y; Nobukawa S; Sakemi Y; Nishimura H; Kanamaru T; Sviridova N; Aihara K
Sci Rep; 2024 Apr; 14(1):8631. PubMed ID: 38622178
[TBL] [Abstract][Full Text] [Related]
4. Effect of hybrid circle reservoir injected with wavelet-neurons on performance of echo state network.
Cui H; Feng C; Chai Y; Liu RP; Liu Y
Neural Netw; 2014 Sep; 57():141-51. PubMed ID: 24997457
[TBL] [Abstract][Full Text] [Related]
5. Detecting Gait Events from Accelerations Using Reservoir Computing.
Chiasson-Poirier L; Younesian H; Turcot K; Sylvestre J
Sensors (Basel); 2022 Sep; 22(19):. PubMed ID: 36236278
[TBL] [Abstract][Full Text] [Related]
6. Simple deterministically constructed cycle reservoirs with regular jumps.
Rodan A; Tiňo P
Neural Comput; 2012 Jul; 24(7):1822-52. PubMed ID: 22428595
[TBL] [Abstract][Full Text] [Related]
7. A small-world topology enhances the echo state property and signal propagation in reservoir computing.
Kawai Y; Park J; Asada M
Neural Netw; 2019 Apr; 112():15-23. PubMed ID: 30735913
[TBL] [Abstract][Full Text] [Related]
8. Growing Echo-State Network With Multiple Subreservoirs.
Qiao J; Li F; Han H; Li W
IEEE Trans Neural Netw Learn Syst; 2017 Feb; 28(2):391-404. PubMed ID: 26800553
[TBL] [Abstract][Full Text] [Related]
9. Hierarchical Echo State Network With Sparse Learning: A Method for Multidimensional Chaotic Time Series Prediction.
Na X; Ren W; Liu M; Han M
IEEE Trans Neural Netw Learn Syst; 2023 Nov; 34(11):9302-9313. PubMed ID: 35333719
[TBL] [Abstract][Full Text] [Related]
10. Ensemble and Pre-Training Approach for Echo State Network and Extreme Learning Machine Models.
Tang L; Wang J; Wang M; Zhao C
Entropy (Basel); 2024 Feb; 26(3):. PubMed ID: 38539726
[TBL] [Abstract][Full Text] [Related]
11. Design of PID Controller Based on Echo State Network With Time-Varying Reservoir Parameter.
Wang Z; Yao X; Li T; Zhang H
IEEE Trans Cybern; 2022 Jul; 52(7):6615-6626. PubMed ID: 34260371
[TBL] [Abstract][Full Text] [Related]
12. A priori data-driven multi-clustered reservoir generation algorithm for echo state network.
Li X; Zhong L; Xue F; Zhang A
PLoS One; 2015; 10(4):e0120750. PubMed ID: 25875296
[TBL] [Abstract][Full Text] [Related]
13. Brain-inspired modular echo state network for EEG-based emotion recognition.
Yang L; Wang Z; Wang G; Liang L; Liu M; Wang J
Front Neurosci; 2024; 18():1305284. PubMed ID: 38495107
[TBL] [Abstract][Full Text] [Related]
14. The architecture of dynamic reservoir in the echo state network.
Cui H; Liu X; Li L
Chaos; 2012 Sep; 22(3):033127. PubMed ID: 23020466
[TBL] [Abstract][Full Text] [Related]
15. Adaptive Elastic Echo State Network for Multivariate Time Series Prediction.
Xu M; Han M
IEEE Trans Cybern; 2016 Oct; 46(10):2173-2183. PubMed ID: 27455531
[TBL] [Abstract][Full Text] [Related]
16. A machine-learning approach for long-term prediction of experimental cardiac action potential time series using an autoencoder and echo state networks.
Shahi S; Fenton FH; Cherry EM
Chaos; 2022 Jun; 32(6):063117. PubMed ID: 35778132
[TBL] [Abstract][Full Text] [Related]
17. Modified BBO-Based Multivariate Time-Series Prediction System With Feature Subset Selection and Model Parameter Optimization.
Na X; Han M; Ren W; Zhong K
IEEE Trans Cybern; 2022 Apr; 52(4):2163-2173. PubMed ID: 32639932
[TBL] [Abstract][Full Text] [Related]
18. A novel time series prediction method based on pooling compressed sensing echo state network and its application in stock market.
Wang Z; Zhao H; Zheng M; Niu S; Gao X; Li L
Neural Netw; 2023 Jul; 164():216-227. PubMed ID: 37156216
[TBL] [Abstract][Full Text] [Related]
19. Effects of spectral radius and settling time in the performance of echo state networks.
Venayagamoorthy GK; Shishir B
Neural Netw; 2009 Sep; 22(7):861-3. PubMed ID: 19423285
[TBL] [Abstract][Full Text] [Related]
20. Tailoring Echo State Networks for Optimal Learning.
Aceituno PV; Yan G; Liu YY
iScience; 2020 Sep; 23(9):101440. PubMed ID: 32827856
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
