155 related articles for article (PubMed ID: 26849424)
1. A local Echo State Property through the largest Lyapunov exponent.
Wainrib G; Galtier MN
Neural Netw; 2016 Apr; 76():39-45. PubMed ID: 26849424
[TBL] [Abstract][Full Text] [Related]
2. 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]
3. Re-visiting the echo state property.
Yildiz IB; Jaeger H; Kiebel SJ
Neural Netw; 2012 Nov; 35():1-9. PubMed ID: 22885243
[TBL] [Abstract][Full Text] [Related]
4. Echo state property linked to an input: exploring a fundamental characteristic of recurrent neural networks.
Manjunath G; Jaeger H
Neural Comput; 2013 Mar; 25(3):671-96. PubMed ID: 23272918
[TBL] [Abstract][Full Text] [Related]
5. 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]
6. Embedding and approximation theorems for echo state networks.
Hart A; Hook J; Dawes J
Neural Netw; 2020 Aug; 128():234-247. PubMed ID: 32447266
[TBL] [Abstract][Full Text] [Related]
7. Mean-field theory of echo state networks.
Massar M; Massar S
Phys Rev E Stat Nonlin Soft Matter Phys; 2013 Apr; 87(4):042809. PubMed ID: 23679475
[TBL] [Abstract][Full Text] [Related]
8. 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]
9. Collective behavior of a small-world recurrent neural system with scale-free distribution.
Deng Z; Zhang Y
IEEE Trans Neural Netw; 2007 Sep; 18(5):1364-75. PubMed ID: 18220186
[TBL] [Abstract][Full Text] [Related]
10. Gradient based hyperparameter optimization in Echo State Networks.
Thiede LA; Parlitz U
Neural Netw; 2019 Jul; 115():23-29. PubMed ID: 30921562
[TBL] [Abstract][Full Text] [Related]
11. 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]
12. Attractor reconstruction with reservoir computers: The effect of the reservoir's conditional Lyapunov exponents on faithful attractor reconstruction.
Hart JD
Chaos; 2024 Apr; 34(4):. PubMed ID: 38579149
[TBL] [Abstract][Full Text] [Related]
13. 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]
14. Echo state networks are universal.
Grigoryeva L; Ortega JP
Neural Netw; 2018 Dec; 108():495-508. PubMed ID: 30317134
[TBL] [Abstract][Full Text] [Related]
15. An experimental unification of reservoir computing methods.
Verstraeten D; Schrauwen B; D'Haene M; Stroobandt D
Neural Netw; 2007 Apr; 20(3):391-403. PubMed ID: 17517492
[TBL] [Abstract][Full Text] [Related]
16. Computational analysis of memory capacity in echo state networks.
Farkaš I; Bosák R; Gergeľ P
Neural Netw; 2016 Nov; 83():109-120. PubMed ID: 27599031
[TBL] [Abstract][Full Text] [Related]
17. Connectivity, dynamics, and memory in reservoir computing with binary and analog neurons.
Büsing L; Schrauwen B; Legenstein R
Neural Comput; 2010 May; 22(5):1272-311. PubMed ID: 20028227
[TBL] [Abstract][Full Text] [Related]
18. Investigating Echo-State Networks Dynamics by Means of Recurrence Analysis.
Bianchi FM; Livi L; Alippi C
IEEE Trans Neural Netw Learn Syst; 2018 Feb; 29(2):427-439. PubMed ID: 28114039
[TBL] [Abstract][Full Text] [Related]
19. Extending stability through hierarchical clusters in echo state networks.
Jarvis S; Rotter S; Egert U
Front Neuroinform; 2010; 4():. PubMed ID: 20725523
[TBL] [Abstract][Full Text] [Related]
20. Nonlinear system modeling with random matrices: echo state networks revisited.
Zhang B; Miller DJ; Wang Y
IEEE Trans Neural Netw Learn Syst; 2012 Jan; 23(1):175-82. PubMed ID: 24808467
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
