120 related articles for article (PubMed ID: 34251245)
1. Erratum: "On explaining the surprising success of reservoir computing forecaster of chaos? The universal machine learning dynamical system with contrasts to VAR and DMD" [Chaos 31(1), 013108 (2021)].
Bollt E
Chaos; 2021 Apr; 31(4):049904. PubMed ID: 34251245
[No Abstract] [Full Text] [Related]
2. On explaining the surprising success of reservoir computing forecaster of chaos? The universal machine learning dynamical system with contrast to VAR and DMD.
Bollt E
Chaos; 2021 Jan; 31(1):013108. PubMed ID: 33754755
[TBL] [Abstract][Full Text] [Related]
3. Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronization and cryptography.
Antonik P; Gulina M; Pauwels J; Massar S
Phys Rev E; 2018 Jul; 98(1-1):012215. PubMed ID: 30110744
[TBL] [Abstract][Full Text] [Related]
4. Learning spatiotemporal chaos using next-generation reservoir computing.
Barbosa WAS; Gauthier DJ
Chaos; 2022 Sep; 32(9):093137. PubMed ID: 36182396
[TBL] [Abstract][Full Text] [Related]
5. Laser dynamical reservoir computing with consistency: an approach of a chaos mask signal.
Nakayama J; Kanno K; Uchida A
Opt Express; 2016 Apr; 24(8):8679-92. PubMed ID: 27137303
[TBL] [Abstract][Full Text] [Related]
6. Synchronizing chaos using reservoir computing.
Nazerian A; Nathe C; Hart JD; Sorrentino F
Chaos; 2023 Oct; 33(10):. PubMed ID: 37832520
[TBL] [Abstract][Full Text] [Related]
7. Hybrid forecasting of chaotic processes: Using machine learning in conjunction with a knowledge-based model.
Pathak J; Wikner A; Fussell R; Chandra S; Hunt BR; Girvan M; Ott E
Chaos; 2018 Apr; 28(4):041101. PubMed ID: 31906641
[TBL] [Abstract][Full Text] [Related]
8. Adaptive balancing of exploration and exploitation around the edge of chaos in internal-chaos-based learning.
Matsuki T; Shibata K
Neural Netw; 2020 Dec; 132():19-29. PubMed ID: 32861145
[TBL] [Abstract][Full Text] [Related]
9. Recent advances in physical reservoir computing: A review.
Tanaka G; Yamane T; Héroux JB; Nakane R; Kanazawa N; Takeda S; Numata H; Nakano D; Hirose A
Neural Netw; 2019 Jul; 115():100-123. PubMed ID: 30981085
[TBL] [Abstract][Full Text] [Related]
10. Noise tolerant spatiotemporal chaos computing.
Kia B; Kia S; Lindner JF; Sinha S; Ditto WL
Chaos; 2014 Dec; 24(4):043110. PubMed ID: 25554030
[TBL] [Abstract][Full Text] [Related]
11. Learning unseen coexisting attractors.
Gauthier DJ; Fischer I; Röhm A
Chaos; 2022 Nov; 32(11):113107. PubMed ID: 36456323
[TBL] [Abstract][Full Text] [Related]
12. Machine-learning potential of a single pendulum.
Mandal S; Sinha S; Shrimali MD
Phys Rev E; 2022 May; 105(5-1):054203. PubMed ID: 35706182
[TBL] [Abstract][Full Text] [Related]
13. Short- and long-term predictions of chaotic flows and extreme events: a physics-constrained reservoir computing approach.
Doan NAK; Polifke W; Magri L
Proc Math Phys Eng Sci; 2021 Sep; 477(2253):20210135. PubMed ID: 35153579
[TBL] [Abstract][Full Text] [Related]
14. Erratum: "Reservoir computing with random and optimized time-shifts" [Chaos 31(12), 121103 (2021)].
Del Frate E; Shirin A; Sorrentino F
Chaos; 2024 May; 34(5):. PubMed ID: 38728014
[No Abstract] [Full Text] [Related]
15. Achieving criticality for reservoir computing using environment-induced explosive death.
Mandal S; Shrimali MD
Chaos; 2021 Mar; 31(3):031101. PubMed ID: 33810729
[TBL] [Abstract][Full Text] [Related]
16. Using machine learning to assess short term causal dependence and infer network links.
Banerjee A; Pathak J; Roy R; Restrepo JG; Ott E
Chaos; 2019 Dec; 29(12):121104. PubMed ID: 31893648
[TBL] [Abstract][Full Text] [Related]
17. Criticality in reservoir computer of coupled phase oscillators.
Wang L; Fan H; Xiao J; Lan Y; Wang X
Phys Rev E; 2022 May; 105(5):L052201. PubMed ID: 35706173
[TBL] [Abstract][Full Text] [Related]
18. 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]
19. Detecting unstable periodic orbits based only on time series: When adaptive delayed feedback control meets reservoir computing.
Zhu Q; Ma H; Lin W
Chaos; 2019 Sep; 29(9):093125. PubMed ID: 31575157
[TBL] [Abstract][Full Text] [Related]
20. Time series reconstructing using calibrated reservoir computing.
Chen Y; Qian Y; Cui X
Sci Rep; 2022 Sep; 12(1):16318. PubMed ID: 36175460
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
