181 related articles for article (PubMed ID: 32927428)
1. A direct approach for function approximation on data defined manifolds.
Mhaskar HN
Neural Netw; 2020 Dec; 132():253-268. PubMed ID: 32927428
[TBL] [Abstract][Full Text] [Related]
2. Dimension independent bounds for general shallow networks.
Mhaskar HN
Neural Netw; 2020 Mar; 123():142-152. PubMed ID: 31869651
[TBL] [Abstract][Full Text] [Related]
3. Low dimensional approximation and generalization of multivariate functions on smooth manifolds using deep ReLU neural networks.
Labate D; Shi J
Neural Netw; 2024 Jun; 174():106223. PubMed ID: 38458005
[TBL] [Abstract][Full Text] [Related]
4. Theory of deep convolutional neural networks: Downsampling.
Zhou DX
Neural Netw; 2020 Apr; 124():319-327. PubMed ID: 32036229
[TBL] [Abstract][Full Text] [Related]
5. Fast Polynomial Approximation of Heat Kernel Convolution on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis.
Huang SG; Lyu I; Qiu A; Chung MK
IEEE Trans Med Imaging; 2020 Jun; 39(6):2201-2212. PubMed ID: 31976883
[TBL] [Abstract][Full Text] [Related]
6. ManifoldNet: A Deep Neural Network for Manifold-Valued Data With Applications.
Chakraborty R; Bouza J; Manton JH; Vemuri BC
IEEE Trans Pattern Anal Mach Intell; 2022 Feb; 44(2):799-810. PubMed ID: 32750791
[TBL] [Abstract][Full Text] [Related]
7. A manifold learning approach for gesture recognition from micro-Doppler radar measurements.
Mason ES; Mhaskar HN; Guo A
Neural Netw; 2022 Aug; 152():353-369. PubMed ID: 35598404
[TBL] [Abstract][Full Text] [Related]
8. Approximation of smooth functionals using deep ReLU networks.
Song L; Liu Y; Fan J; Zhou DX
Neural Netw; 2023 Sep; 166():424-436. PubMed ID: 37549610
[TBL] [Abstract][Full Text] [Related]
9. Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets.
Wang W; Wang R; Huang Z; Shan S; Chen X
IEEE Trans Image Process; 2018 Jan.; 27(1):151-163. PubMed ID: 28866497
[TBL] [Abstract][Full Text] [Related]
10. A deep network construction that adapts to intrinsic dimensionality beyond the domain.
Cloninger A; Klock T
Neural Netw; 2021 Sep; 141():404-419. PubMed ID: 34146968
[TBL] [Abstract][Full Text] [Related]
11. Function approximation using combined unsupervised and supervised learning.
Andras P
IEEE Trans Neural Netw Learn Syst; 2014 Mar; 25(3):495-505. PubMed ID: 24807446
[TBL] [Abstract][Full Text] [Related]
12. Learning smooth pattern transformation manifolds.
Vural E; Frossard P
IEEE Trans Image Process; 2013 Apr; 22(4):1311-25. PubMed ID: 23193457
[TBL] [Abstract][Full Text] [Related]
13. Deep Manifold Learning Combined With Convolutional Neural Networks for Action Recognition.
Chen X; Weng J; Lu W; Xu J; Weng J
IEEE Trans Neural Netw Learn Syst; 2018 Sep; 29(9):3938-3952. PubMed ID: 28922128
[TBL] [Abstract][Full Text] [Related]
14. Geodesic-based distance reveals nonlinear topological features in neural activity from mouse visual cortex.
Beshkov K; Tiesinga P
Biol Cybern; 2022 Feb; 116(1):53-68. PubMed ID: 34816322
[TBL] [Abstract][Full Text] [Related]
15. High-Dimensional Function Approximation With Neural Networks for Large Volumes of Data.
Andras P
IEEE Trans Neural Netw Learn Syst; 2018 Feb; 29(2):500-508. PubMed ID: 28129193
[TBL] [Abstract][Full Text] [Related]
16. 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]
17. An analysis of training and generalization errors in shallow and deep networks.
Mhaskar HN; Poggio T
Neural Netw; 2020 Jan; 121():229-241. PubMed ID: 31574413
[TBL] [Abstract][Full Text] [Related]
18. Separability and geometry of object manifolds in deep neural networks.
Cohen U; Chung S; Lee DD; Sompolinsky H
Nat Commun; 2020 Feb; 11(1):746. PubMed ID: 32029727
[TBL] [Abstract][Full Text] [Related]
19. A manifold learning regularization approach to enhance 3D CT image-based lung nodule classification.
Ren Y; Tsai MY; Chen L; Wang J; Li S; Liu Y; Jia X; Shen C
Int J Comput Assist Radiol Surg; 2020 Feb; 15(2):287-295. PubMed ID: 31768885
[TBL] [Abstract][Full Text] [Related]
20. Point-based manifold harmonics.
Liu Y; Prabhakaran B; Guo X
IEEE Trans Vis Comput Graph; 2012 Oct; 18(10):1693-703. PubMed ID: 22879345
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]