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 356Page size: 20

Research Output

  1. 2024
  2. 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: 2
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  3. 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

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  4. 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

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  5. 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

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  6. 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: 20
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  7. 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

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  8. 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
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  9. Online published

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

    Wei, P. & Li, H.-X., 25 Jul 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 9 p.

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

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  10. 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

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  11. 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
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  12. 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: 10
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  13. Online published

    Identifying Community-Bridge Network Structures via Bayesian Learning With Mixed Sparsity Mode

    Zheng, Y., Zhang, H.-T., Yue, Z. & Wang, J., 20 Jun 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

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  14. Published

    Attention-Like Multimodality Fusion With Data Augmentation for Diagnosis of Mental Disorders Using MRI

    Liu, R., Huang, Z.-A., Hu, Y., Zhu, Z., Wong, K.-C. & Tan, K. C., Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 7627-7641

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

    Scopus citations: 13
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  15. Published

    GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-Resolved EEG Motor Imagery Signals

    Hou, Y., Jia, S., Lun, X., Hao, Z., Shi, Y., Li, Y. & Zeng, R. & 1 others, Lv, J., Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 7312-7323 12 p.

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

    Scopus citations: 52
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  16. Published

    Multimodal Image Classification by Multiview Latent Pattern Extraction, Selection, and Correlation

    Ma, J., Kou, W., Lin, M., Cho, C. C. M. & Chiu, B., Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 8134-8148

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

    Scopus citations: 3
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  17. Online published

    Another Perspective of Over-Smoothing: Alleviating Semantic Over-Smoothing in Deep GNNs

    Li, J., Zhang, Q., Liu, W., Chan, A. B. & Fu, Y.-G., 29 May 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
  18. Published

    Capacitated Clustering via Majorization-Minimization and Collaborative Neurodynamic Optimization

    Li, H. & Wang, J., May 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 5, p. 6679-6692 14 p.

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

    Scopus citations: 6
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  19. Published

    Distributed Estimation of Support Vector Machines for Matrix Data

    Xu, W., Liu, J. & Lian, H., May 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 5, p. 6643-6653

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

    Scopus citations: 3
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  20. Published

    LFT: Neural Ordinary Differential Equations With Learnable Final-Time

    Pang, D., Le, X., Guan, X. & Wang, J., May 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 5, p. 6918-6927 10 p.

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

    Scopus citations: 1
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  21. Published

    Supervised Feature Selection via Collaborative Neurodynamic Optimization

    Wang, Y., Wang, J. & Pal, N. R., May 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 5, p. 6878-6892 15 p.

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

    Scopus citations: 10
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