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
61 - 80 out of 361Page size: 20

Research Output

  1. 2023
  2. Online published

    A data-driven Bayesian Koopman learning method for modeling hysteresis dynamics

    Huang, X., Zhang, H.-T. & Wang, J., 4 Jul 2023, (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: 2
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  3. Online published

    RGP: Neural Network Pruning Through Regular Graph With Edges Swapping

    Chen, Z., Xiang, J., Lu, Y., Xuan, Q., Wang, Z., Chen, G. & Yang, X., 13 Jun 2023, (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: 7
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  4. Published

    Safety-Critical Containment Maneuvering of Underactuated Autonomous Surface Vehicles Based on Neurodynamic Optimization With Control Barrier Functions

    Gu, N., Wang, D., Peng, Z. & Wang, J., Jun 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 6, p. 2882-2895 14 p.

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

    Scopus citations: 69
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  5. Training Provably Robust Models by Polyhedral Envelope Regularization

    Liu, C., Salzmann, M. & Süsstrunk, S., Jun 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 6, p. 3146-3160

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

    Scopus citations: 3
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  6. Online published

    Decoupled Unbiased Teacher for Source-Free Domain Adaptive Medical Object Detection

    Liu, X., Li, W. & Yuan, Y., 24 May 2023, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 10132405.

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

    Scopus citations: 5
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  7. Online published

    Network Robustness Prediction: Influence of Training Data Distributions

    Lou, Y., Wu, C., Li, J., Wang, L. & Chen, G., 23 May 2023, (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: 6
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  8. Published

    Regularization Effect of Random Node Fault/Noise on Gradient Descent Learning Algorithm

    Sum, J. & Leung, C.-S., May 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 5, p. 2619-2632

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

    Scopus citations: 2
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  9. Published

    Surrogate-Assisted Hybrid-Model Estimation of Distribution Algorithm for Mixed-Variable Hyperparameters Optimization in Convolutional Neural Networks

    Li, J.-Y., Zhan, Z.-H., Xu, J., Kwong, S. & Zhang, J., May 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 5, p. 2338-2352

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

    Scopus citations: 42
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  10. Online published

    Computation-Efficient Fault Detection Framework for Partially Known Nonlinear Distributed Parameter Systems

    Feng, Y., Wang, Y., Mo, Y., Jiang, Y., Liu, Z., He, W. & Li, H.-X., 10 Apr 2023, (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: 2
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  11. Adversarial Recurrent Time Series Imputation

    Yang, S., Dong, M., Wang, Y. & Xu, C., Apr 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 4, p. 1639-1650 12 p.

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

    Scopus citations: 22
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  12. Published

    Solving Dynamic Traveling Salesman Problems With Deep Reinforcement Learning

    Zhang, Z., Liu, H., Zhou, M. & Wang, J., Apr 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 4, p. 2119-2132

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

    Scopus citations: 79
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  13. Published

    An Overview of the Stability Analysis of Recurrent Neural Networks With Multiple Equilibria

    Liu, P., Wang, J. & Zeng, Z., Mar 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 3, p. 1098-1111 14 p.

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

    Scopus citations: 36
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  14. Published

    Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM

    Lan, H., Liu, Z., Hsiao, J. H., Yu, D. & Chan, A. B., Mar 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 3, p. 1537-1551 15 p.

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

    Scopus citations: 11
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  15. Collaborative and Multilevel Feature Selection Network for Action Recognition

    Zheng, Z., An, G., Cao, S., Wu, D. & Ruan, Q., Mar 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 3, p. 1304-1318

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

    Scopus citations: 11
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  16. Published

    Resilient Output Synchronization of Heterogeneous Multiagent Systems With DoS Attacks Under Distributed Event-/Self-Triggered Control

    Du, S., Xu, W., Qiao, J. & Ho, D. W. C., Mar 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 3, p. 1169-1178

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

    Scopus citations: 27
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  17. Published

    Constrained Center Loss for Convolutional Neural Networks

    Shi, Z., Wang, H. & Leung, C.-S., Feb 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 2, p. 1080-1088

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

    Scopus citations: 6
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  18. Online published

    A Stochastic Recurrent Encoder Decoder Network for Multistep Probabilistic Wind Power Predictions

    Zheng, Z. & Zhang, Z., 9 Jan 2023, (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: 12
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  19. Online published

    Multi-Projection Fusion and Refinement Network for Salient Object Detection in 360° Omnidirectional Image

    Cong, R., Huang, K., Lei, J., Zhao, Y., Huang, Q. & Kwong, S., 9 Jan 2023, (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: 6
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  20. 2022

  21. Rapid Sensor Fault Diagnosis for a Class of Nonlinear Systems via Deterministic Learning

    Chen, T., Zhu, Z., Wang, C. & Dong, Z., Dec 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 12, p. 7743-7754

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

    Scopus citations: 17
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  22. Published

    Multistability of Switched Neural Networks With Gaussian Activation Functions Under State-Dependent Switching

    Guo, Z., Ou, S. & Wang, J., Nov 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 11, p. 6569-6583

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

    Scopus citations: 20
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