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 *

107 related articles for article (PubMed ID: 36126034)

  • 1. Spurious Local Minima are Common for Deep Neural Networks With Piecewise Linear Activations.
    Liu B
    IEEE Trans Neural Netw Learn Syst; 2024 Apr; 35(4):5382-5394. PubMed ID: 36126034
    [TBL] [Abstract][Full Text] [Related]  

  • 2. On the Number of Linear Regions of Convolutional Neural Networks With Piecewise Linear Activations.
    Xiong H; Huang L; Zang WJT; Zhen X; Xie GS; Gu B; Song L
    IEEE Trans Pattern Anal Mach Intell; 2024 Jul; 46(7):5131-5148. PubMed ID: 38300783
    [TBL] [Abstract][Full Text] [Related]  

  • 3. De Rham compatible Deep Neural Network FEM.
    Longo M; Opschoor JAA; Disch N; Schwab C; Zech J
    Neural Netw; 2023 Aug; 165():721-739. PubMed ID: 37390705
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Configuration of continuous piecewise-linear neural networks.
    Wang S; Huang X; Junaid KM
    IEEE Trans Neural Netw; 2008 Aug; 19(8):1431-45. PubMed ID: 18701372
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Some extensions of a new method to analyze complete stability of neural networks.
    Forti M
    IEEE Trans Neural Netw; 2002; 13(5):1230-8. PubMed ID: 18244521
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Analysis on the Number of Linear Regions of Piecewise Linear Neural Networks.
    Hu Q; Zhang H; Gao F; Xing C; An J
    IEEE Trans Neural Netw Learn Syst; 2022 Feb; 33(2):644-653. PubMed ID: 33180735
    [TBL] [Abstract][Full Text] [Related]  

  • 7. ReLU Networks Are Universal Approximators via Piecewise Linear or Constant Functions.
    Huang C
    Neural Comput; 2020 Nov; 32(11):2249-2278. PubMed ID: 32946706
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Non-differentiable saddle points and sub-optimal local minima exist for deep ReLU networks.
    Liu B; Liu Z; Zhang T; Yuan T
    Neural Netw; 2021 Dec; 144():75-89. PubMed ID: 34454244
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Identification of piecewise linear dynamical systems using physically-interpretable neural-fuzzy networks: Methods and applications to origami structures.
    Liu Z; Fang H; Xu J
    Neural Netw; 2019 Aug; 116():74-87. PubMed ID: 31005852
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Rank-based pooling for deep convolutional neural networks.
    Shi Z; Ye Y; Wu Y
    Neural Netw; 2016 Nov; 83():21-31. PubMed ID: 27543927
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Simultaneous approximation of a smooth function and its derivatives by deep neural networks with piecewise-polynomial activations.
    Belomestny D; Naumov A; Puchkin N; Samsonov S
    Neural Netw; 2023 Apr; 161():242-253. PubMed ID: 36774863
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Constructive neural networks with piecewise interpolation capabilities for function approximations.
    Choi CH; Choi JY
    IEEE Trans Neural Netw; 1994; 5(6):936-44. PubMed ID: 18267868
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Global exponential stability of neural networks with globally Lipschitz continuous activations and its application to linear variational inequality problem.
    Liang XB; Si J
    IEEE Trans Neural Netw; 2001; 12(2):349-59. PubMed ID: 18244389
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Piecewise convexity of artificial neural networks.
    Rister B; Rubin DL
    Neural Netw; 2017 Oct; 94():34-45. PubMed ID: 28732233
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Optimal approximation of piecewise smooth functions using deep ReLU neural networks.
    Petersen P; Voigtlaender F
    Neural Netw; 2018 Dec; 108():296-330. PubMed ID: 30245431
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Training Lightweight Deep Convolutional Neural Networks Using Bag-of-Features Pooling.
    Passalis N; Tefas A
    IEEE Trans Neural Netw Learn Syst; 2019 Jun; 30(6):1705-1715. PubMed ID: 30369453
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Archetypal landscapes for deep neural networks.
    Verpoort PC; Lee AA; Wales DJ
    Proc Natl Acad Sci U S A; 2020 Sep; 117(36):21857-21864. PubMed ID: 32843349
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Minimizing model fitting objectives that contain spurious local minima by bootstrap restarting.
    Wood SN
    Biometrics; 2001 Mar; 57(1):240-4. PubMed ID: 11252605
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Theory of deep convolutional neural networks III: Approximating radial functions.
    Mao T; Shi Z; Zhou DX
    Neural Netw; 2021 Dec; 144():778-790. PubMed ID: 34688019
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Multistability of switched neural networks with sigmoidal activation functions under state-dependent switching.
    Guo Z; Ou S; Wang J
    Neural Netw; 2020 Feb; 122():239-252. PubMed ID: 31726330
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 6.