Neural Networks

Neural Networks

ISSNs: 0893-6080

Additional searchable ISSN (electronic): 1879-2782

Pergamon Press, United Kingdom

Scopus rating (2023): CiteScore 13.9 SJR 2.605 SNIP 2.442

Journal

Journal Metrics
1 - 20 out of 124Page size: 20

Research Output

  1. 2025
  2. Published

    Improved analysis of supervised learning in the RKHS with random features: Beyond least squares

    Liu, J., Wang, L. & Lian, H., Apr 2025, In: Neural Networks. 184, 107091.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Check@CityULib
  3. Online published

    Deformation-invariant neural network and its applications in distorted image restoration and analysis

    Zhang, H., Chen, Q. & Lui, L. M., Jul 2025, In: Neural Networks. 187, 107378.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  4. Don't fear peculiar activation functions: EUAF and beyond

    Wang, Q. (Co-first Author), Zhang, S. (Co-first Author), Zeng, D., Xie, Z., Guo, H., Zeng, T. & Fan, F.-L., Jun 2025, In: Neural Networks. 186, 107258.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  5. Published

    Approximation of functionals on Korobov spaces with Fourier Functional Networks

    Liu, P., Liu, Y., Zhou, X. & Zhou, D.-X., Feb 2025, In: Neural Networks. 182, 106922.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  6. Published

    FedADMM-InSa: An inexact and self-adaptive ADMM for federated learning

    Song, Y., Wang, Z. & Zuazua, E., Jan 2025, In: Neural Networks. 181, 14 p., 106772.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  7. Published

    Noise-resistant sharpness-aware minimization in deep learning

    Su, D., Jin, L. & Wang, J., Jan 2025, In: Neural Networks. 181, 106829.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  8. 2024
  9. Published

    Generalized M-sparse algorithms for constructing fault tolerant RBF networks

    Wong, H.-T., Mai, J., Wang, Z. & Leung, C.-S., Dec 2024, In: Neural Networks. 180, 106633.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  10. Published

    A collaborative neurodynamic approach with two-timescale projection neural networks designed via majorization-minimization for global optimization and distributed global optimization

    Li, Y., Xia, Z., Liu, Y. & Wang, J., Nov 2024, In: Neural Networks. 179, 106525.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 6
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  11. Published

    Reweighted Alternating Direction Method of Multipliers for DNN weight pruning

    Yuan, M., Du, L., Jiang, F., Bai, J. & Chen, G., Nov 2024, In: Neural Networks. 179, 106534.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Check@CityULib
  12. Published

    GeneWorker: An end-to-end robotic reinforcement learning approach with collaborative generator and worker networks

    Wang, H., Man, H., Cui, W., Lu, R., Cai, C. & Fan, X., Oct 2024, In: Neural Networks. 178, 106472.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
    Check@CityULib
  13. Published

    Omnidirectional image super-resolution via position attention network

    Wang, X., Wang, S., Li, J., Li, M., Li, J. & Xu, Y., Oct 2024, In: Neural Networks. 178, 106464.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Check@CityULib
  14. Published

    Human attention guided explainable artificial intelligence for computer vision models

    Liu, G., Zhang, J., Chan, A. B. & Hsiao, J. H., Sept 2024, In: Neural Networks. 177, 106392.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 6
    Check@CityULib
  15. Published

    Any region can be perceived equally and effectively on rotation pretext task using full rotation and weighted-region mixture

    Dai, W., Wu, T., Liu, R., Wang, M., Yin, J. & Liu, J., Aug 2024, In: Neural Networks. 176, 106350.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
    Check@CityULib
  16. Published

    Binary matrix factorization via collaborative neurodynamic optimization

    Li, H., Wang, J., Zhang, N. & Zhang, W., Aug 2024, In: Neural Networks. 176, 106348.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
    Check@CityULib
  17. Published

    DCDLN: A densely connected convolutional dynamic learning network for malaria disease diagnosis

    Zhang, Z., Ding, C., Zhang, M., Luo, Y. & Mai, J., Aug 2024, In: Neural Networks. 176, 106339.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 3
    Check@CityULib
  18. Published

    Robust noise-aware algorithm for randomized neural network and its convergence properties

    Xiao, Y., Adegoke, M., Leung, C.-S. & Leung, K. W., May 2024, In: Neural Networks. 173, 106202.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  19. Published

    Causal Disentanglement Domain Generalization for time-series signal fault diagnosis

    Jia, L., Chow, T. W. S. & Yuan, Y., Apr 2024, In: Neural Networks. 172, 106099.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 31
    Check@CityULib
  20. Published

    Unsupervised image enhancement under non-uniform illumination based on paired CNNs

    Lin, F., Zhang, H., Wang, J. & Wang, J., Feb 2024, In: Neural Networks. 170, p. 202-214

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 10
    Check@CityULib
  21. Published

    An event-triggered collaborative neurodynamic approach to distributed global optimization

    Xia, Z., Liu, Y. & Wang, J., Jan 2024, In: Neural Networks. 169, p. 181-190

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 11
    Check@CityULib
  22. Published

    Two-timescale projection neural networks in collaborative neurodynamic approaches to global optimization and distributed optimization

    Huang, B., Liu, Y., Jiang, Y.-L. & Wang, J., Jan 2024, In: Neural Networks. 169, p. 83-91

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 12
    Check@CityULib
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