These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.


BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

115 related articles for article (PubMed ID: 39081931)

  • 1. Multi-scale dynamics by adjusting the leaking rate to enhance the performance of deep echo state networks.
    Inoue S; Nobukawa S; Nishimura H; Watanabe E; Isokawa T
    Front Artif Intell; 2024; 7():1397915. PubMed ID: 39081931
    [TBL] [Abstract][Full Text] [Related]  

  • 2. 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]  

  • 3. Echo Memory-Augmented Network for time series classification.
    Ma Q; Zheng Z; Zhuang W; Chen E; Wei J; Wang J
    Neural Netw; 2021 Jan; 133():177-192. PubMed ID: 33220642
    [TBL] [Abstract][Full Text] [Related]  

  • 4. 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]  

  • 5. 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]  

  • 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. Domain-driven models yield better predictions at lower cost than reservoir computers in Lorenz systems.
    Pyle R; Jovanovic N; Subramanian D; Palem KV; Patel AB
    Philos Trans A Math Phys Eng Sci; 2021 Apr; 379(2194):20200246. PubMed ID: 33583272
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Role of assortativity in predicting burst synchronization using echo state network.
    Roy M; Senapati A; Poria S; Mishra A; Hens C
    Phys Rev E; 2022 Jun; 105(6-1):064205. PubMed ID: 35854538
    [TBL] [Abstract][Full Text] [Related]  

  • 9. An internet traffic classification method based on echo state network and improved salp swarm algorithm.
    Zhang M; Sun W; Tian J; Zheng X; Guan S
    PeerJ Comput Sci; 2022; 8():e860. PubMed ID: 35494824
    [TBL] [Abstract][Full Text] [Related]  

  • 10. 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]  

  • 11. Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics.
    Racca A; Magri L
    Neural Netw; 2021 Oct; 142():252-268. PubMed ID: 34034072
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Analysis and design of echo state networks.
    Ozturk MC; Xu D; Príncipe JC
    Neural Comput; 2007 Jan; 19(1):111-38. PubMed ID: 17134319
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Time series classification with Echo Memory Networks.
    Ma Q; Zhuang W; Shen L; Cottrell GW
    Neural Netw; 2019 Sep; 117():225-239. PubMed ID: 31176962
    [TBL] [Abstract][Full Text] [Related]  

  • 14. 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]  

  • 15. Optimizing echo state networks for continuous gesture recognition in mobile devices: A comparative study.
    Yadav A; Pasupa K; Loo CK; Liu X
    Heliyon; 2024 Mar; 10(5):e27108. PubMed ID: 38562498
    [TBL] [Abstract][Full Text] [Related]  

  • 16. fastESN: Fast Echo State Network.
    Wang H; Long X; Liu XX
    IEEE Trans Neural Netw Learn Syst; 2023 Dec; 34(12):10487-10501. PubMed ID: 35482690
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Multiplex visibility graphs to investigate recurrent neural network dynamics.
    Bianchi FM; Livi L; Alippi C; Jenssen R
    Sci Rep; 2017 Mar; 7():44037. PubMed ID: 28281563
    [TBL] [Abstract][Full Text] [Related]  

  • 18. On the Post Hoc Explainability of Optimized Self-Organizing Reservoir Network for Action Recognition.
    Lee GC; Loo CK
    Sensors (Basel); 2022 Mar; 22(5):. PubMed ID: 35271052
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Self-Adaptive Particle Swarm Optimization-Based Echo State Network for Time Series Prediction.
    Xue Y; Zhang Q; Neri F
    Int J Neural Syst; 2021 Dec; 31(12):2150057. PubMed ID: 34713778
    [TBL] [Abstract][Full Text] [Related]  

  • 20. 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]  

    [Next]    [New Search]
    of 6.