IEEE Transactions on Neural Networks and Learning Systems

IEEE Transactions on Neural Networks and Learning Systems

ISSNs: 2162-237X, 1045-9227

Additional searchable ISSN (electronic): 2162-2388

Institute of Electrical and Electronics Engineers, Inc., United States

Scopus rating (2023): CiteScore 23.8 SJR 4.17 SNIP 3.995

Journal

Journal Metrics
1 - 20 out of 257Page size: 20

Research Output

  1. 2025
  2. Online published

    Toward Mitigating Architecture Overfitting on Distilled Datasets

    Zhong, X. & Liu, C., 15 Jan 2025, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

    Check@CityULib
  3. Published

    Spatiotemporal Transformation-Based Neural Network With Interpretable Structure for Modeling Distributed Parameter Systems

    Wei, P. & Li, H.-X., Jan 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 1, p. 729-737 9 p.

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

    Check@CityULib
  4. 2024
  5. Online published

    Beyond Euclidean Structures: Collaborative Topological Graph Learning for Multiview Clustering

    Liu, C., Li, R., Che, H., Leung, M.-F., Wu, S., Yu, Z. & Wong, H.-S., 19 Nov 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

    Check@CityULib
  6. Online published

    Distributed Online Convex Optimization with Statistical Privacy

    Dai, M., Ho, D. W. C., Zhang, B., Yuan, D. & Xu, S., 19 Nov 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

    Check@CityULib
  7. Published

    EEGMatch: Learning with Incomplete Labels for Semisupervised EEG-Based Cross-Subject Emotion Recognition

    Zhou, R., Ye, W., Zhang, Z., Luo, Y., Zhang, L., Li, L. & Huang, G. & 3 others, Dong, Y., Zhang, Y.-T. & Liang, Z., 18 Nov 2024, In: IEEE Transactions on Neural Networks and Learning Systems.

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

    Check@CityULib
  8. Online published

    Designing Iterative Learning Schemes for Cooperative-Antagonistic Systems with Random Access Communication Protocols

    Xiong, W., Wang, X., Zou, L. & Chen, G., 12 Nov 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 12 p.

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

    Check@CityULib
  9. Published

    Deep into The Domain Shift: Transfer Learning through Dependence Regularization

    Ma, S., Yuan, Z., Wu, Q., Huang, Y., Hu, X., Leung, C. H. & Wang, D. & 1 others, Huang, Z., Oct 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 10, p. 14409-14423

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

    Scopus citations: 3
    Check@CityULib
  10. Published

    Influence of Imperfections on the Operational Correctness of DNN-kWTA Model

    Lu, W., Leung, C.-S. & Sum, J., Oct 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 10, p. 15021-15029

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

    Check@CityULib
  11. Online published

    Kernel-Based Decentralized Policy Evaluation for Reinforcement Learning

    Liu, J. & Lian, H., 17 Sept 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

    Scopus citations: 1
    Check@CityULib
  12. Online published

    A Novel Topology Adaptation Strategy for Dynamic Sparse Training in Deep Reinforcement Learning

    Xu, M., Chen, X. & Wang, J., 11 Sept 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 13 p.

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

    Check@CityULib
  13. Published

    Permutation Equivariant Graph Framelets for Heterophilous Graph Learning

    Li, J., Zheng, R., Feng, H., Li, M. & Zhuang, X., Sept 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 9, p. 11634-11648 15 p.

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

    Scopus citations: 35
    Check@CityULib
  14. Online published

    EviD-GAN: Improving GAN With an Infinite Set of Discriminators at Negligible Cost

    Gnanha, A. T., Cao, W., Mao, X., Wu, S., Wong, H.-S. & Li, Q., 19 Aug 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 15 p.

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

    Check@CityULib
  15. Published

    A Collaborative Neurodynamic Optimization Approach to Distributed Chiller Loading

    Chen, Z., Wang, J. & Han, Q.-L., Aug 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10950-10960 11 p.

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

    Scopus citations: 11
    Check@CityULib
  16. Published

    A Hybrid Neuromorphic Object Tracking and Classification Framework for Real-Time Systems

    Ussa, A., Rajen, C. S., Pulluri, T., Singla, D., Acharya, J., Chuanrong, G. F. & Basu, A. & 1 others, Ramesh, B., Aug 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10726-10735 10 p.

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

    Scopus citations: 4
    Check@CityULib
  17. Published

    Disentangled Feature Representation for Few-Shot Image Classification

    Cheng, H., Wang, Y., Li, H., Kot, A. C. & Wen, B., Aug 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10422-10435 14 p.

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

    Scopus citations: 11
    Check@CityULib
  18. Published

    Self-Guided Partial Graph Propagation for Incomplete Multiview Clustering

    Liu, C., Li, R., Wu, S., Che, H., Jiang, D., Yu, Z. & Wong, H.-S., Aug 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10803-10816

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

    Scopus citations: 21
    Check@CityULib
  19. Published

    Spatial–Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data

    Liu, R., Huang, Z.-A., Hu, Y., Zhu, Z., Wong, K.-C. & Tan, K. C., Aug 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10591-10605

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

    Scopus citations: 28
    Check@CityULib
  20. Online published

    Unsupervised Domain Adaptation for Low-Dose CT Reconstruction via Bayesian Uncertainty Alignment

    Chen, K., Liu, J., Wan, R., Lee, V.H.-F., Vardhanabhuti, V., Yan, H. & Li, H., 10 Jul 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

    Check@CityULib
  21. Published

    Power Law in Deep Neural Networks: Sparse Network Generation and Continual Learning With Preferential Attachment

    Feng, F., Hou, L., She, Q., Chan, R. H. M. & Kwok, J. T., Jul 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 7, p. 8999-9013 15 p.

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

    Scopus citations: 1
    Check@CityULib
  22. Published

    Robust Tensor Completion via Capped Frobenius Norm

    Li, X. P., Wang, Z.-Y., Shi, Z.-L., So, H. C. & Sidiropoulos , N. D., Jul 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 7, p. 9700-9712

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

    Scopus citations: 13
    Check@CityULib
Previous 1 2 3 4 5 6 7 8 ...13 Next