155 related articles for article (PubMed ID: 32611106)
1. Reducing network size and improving prediction stability of reservoir computing.
Haluszczynski A; Aumeier J; Herteux J; Räth C
Chaos; 2020 Jun; 30(6):063136. PubMed ID: 32611106
[TBL] [Abstract][Full Text] [Related]
2. Good and bad predictions: Assessing and improving the replication of chaotic attractors by means of reservoir computing.
Haluszczynski A; Räth C
Chaos; 2019 Oct; 29(10):103143. PubMed ID: 31675800
[TBL] [Abstract][Full Text] [Related]
3. Breaking symmetries of the reservoir equations in echo state networks.
Herteux J; Räth C
Chaos; 2020 Dec; 30(12):123142. PubMed ID: 33380046
[TBL] [Abstract][Full Text] [Related]
4. Constructing polynomial libraries for reservoir computing in nonlinear dynamical system forecasting.
Ren HH; Bai YL; Fan MH; Ding L; Yue XX; Yu QH
Phys Rev E; 2024 Feb; 109(2-1):024227. PubMed ID: 38491629
[TBL] [Abstract][Full Text] [Related]
5. 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]
6. Rapid time series prediction with a hardware-based reservoir computer.
Canaday D; Griffith A; Gauthier DJ
Chaos; 2018 Dec; 28(12):123119. PubMed ID: 30599514
[TBL] [Abstract][Full Text] [Related]
7. Exploiting oscillatory dynamics of delay systems for reservoir computing.
Goldmann M; Fischer I; Mirasso CR; C Soriano M
Chaos; 2023 Sep; 33(9):. PubMed ID: 37748487
[TBL] [Abstract][Full Text] [Related]
8. A systematic exploration of reservoir computing for forecasting complex spatiotemporal dynamics.
Platt JA; Penny SG; Smith TA; Chen TC; Abarbanel HDI
Neural Netw; 2022 Sep; 153():530-552. PubMed ID: 35839598
[TBL] [Abstract][Full Text] [Related]
9. Efficient forecasting of chaotic systems with block-diagonal and binary reservoir computing.
Ma H; Prosperino D; Haluszczynski A; Räth C
Chaos; 2023 Jun; 33(6):. PubMed ID: 37307160
[TBL] [Abstract][Full Text] [Related]
10. Persistent Memory in Single Node Delay-Coupled Reservoir Computing.
Kovac AD; Koall M; Pipa G; Toutounji H
PLoS One; 2016; 11(10):e0165170. PubMed ID: 27783690
[TBL] [Abstract][Full Text] [Related]
11. Reservoir Computing with Delayed Input for Fast and Easy Optimisation.
Jaurigue L; Robertson E; Wolters J; Lüdge K
Entropy (Basel); 2021 Nov; 23(12):. PubMed ID: 34945866
[TBL] [Abstract][Full Text] [Related]
12. Time shifts to reduce the size of reservoir computers.
Carroll TL; Hart JD
Chaos; 2022 Aug; 32(8):083122. PubMed ID: 36049918
[TBL] [Abstract][Full Text] [Related]
13. Emerging opportunities and challenges for the future of reservoir computing.
Yan M; Huang C; Bienstman P; Tino P; Lin W; Sun J
Nat Commun; 2024 Mar; 15(1):2056. PubMed ID: 38448438
[TBL] [Abstract][Full Text] [Related]
14. Reservoir Computing Beyond Memory-Nonlinearity Trade-off.
Inubushi M; Yoshimura K
Sci Rep; 2017 Aug; 7(1):10199. PubMed ID: 28860513
[TBL] [Abstract][Full Text] [Related]
15. Reservoir computing with higher-order interactive coupled pendulums.
Li X; Small M; Lei Y
Phys Rev E; 2023 Dec; 108(6-1):064304. PubMed ID: 38243442
[TBL] [Abstract][Full Text] [Related]
16. Network structure effects in reservoir computers.
Carroll TL; Pecora LM
Chaos; 2019 Aug; 29(8):083130. PubMed ID: 31472504
[TBL] [Abstract][Full Text] [Related]
17. Predicting nonsmooth chaotic dynamics by reservoir computing.
Shi L; Wang H; Wang S; Du R; Qu SX
Phys Rev E; 2024 Jan; 109(1-1):014214. PubMed ID: 38366462
[TBL] [Abstract][Full Text] [Related]
18. Computational capabilities of random automata networks for reservoir computing.
Snyder D; Goudarzi A; Teuscher C
Phys Rev E Stat Nonlin Soft Matter Phys; 2013 Apr; 87(4):042808. PubMed ID: 23679474
[TBL] [Abstract][Full Text] [Related]
19. Nanophotonic reservoir computing with photonic crystal cavities to generate periodic patterns.
Fiers MA; Van Vaerenbergh T; Wyffels F; Verstraeten D; Schrauwen B; Dambre J; Bienstman P
IEEE Trans Neural Netw Learn Syst; 2014 Feb; 25(2):344-55. PubMed ID: 24807033
[TBL] [Abstract][Full Text] [Related]
20. Compact reservoir computing with a photonic integrated circuit.
Takano K; Sugano C; Inubushi M; Yoshimura K; Sunada S; Kanno K; Uchida A
Opt Express; 2018 Oct; 26(22):29424-29439. PubMed ID: 30470106
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
