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 (2020): CiteScore 19.8 SJR 2.882 SNIP 3.86

Journal

Journal Metrics

Research Output

  1. 2022
  2. Online published

    Two Recurrent Neural Networks With Reduced Model Complexity for Constrained l₁-Norm Optimization

    Xia, Y., Wang, J., Lu, Z. & Huang, L., 5 Jan 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  3. Published

    Topic-Based Instance and Feature Selection in Multilabel Classification

    Ma, J. & Chow, T. W. S., Jan 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 1, p. 315-329 15 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  4. Published

    Two-Timescale Multilayer Recurrent Neural Networks for Nonlinear Programming

    Wang, J. & Wang, J., Jan 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 1, p. 37-47

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  5. 2021
  6. Online published

    Generalization Analysis of CNNs for Classification on Spheres

    Feng, H., Huang, S. & Zhou, D., 23 Dec 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 14 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  7. Published

    Data-Driven Adaptive Disturbance Observers for Model-Free Trajectory Tracking Control of Maritime Autonomous Surface Ships

    Peng, Z., Wang, D. & Wang, J., Dec 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 12, p. 5584-5594

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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  8. Published

    Multivehicle Task Assignment Based on Collaborative Neurodynamic Optimization With Discrete Hopfield Networks

    Wang, J., Wang, J. & Han, Q., Dec 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 12, p. 5274-5286 13 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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  9. Online published

    A Globally Stable LPNN Model for Sparse Approximation

    Wang, H., Feng, R., Leung, C., Sum, J. & Constantinides, A. G., 30 Nov 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 9 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  10. Online published

    Bicriteria Sparse Nonnegative Matrix Factorization via Two-Timescale Duplex Neurodynamic Optimization

    Che, H., Wang, J. & Cichocki, A., 17 Nov 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 11 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  11. Online published

    Event-Triggered Synchronization of Multiple Fractional-Order Recurrent Neural Networks With Time-Varying Delays

    Liu, P., Wang, J. & Zeng, Z., 7 Oct 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  12. Online published

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

    Li, J., Zhan, Z., Xu, J., Kwong, S. & Zhang, J., 20 Sep 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  13. Online 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., 14 Sep 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 14 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Check@CityULib
  14. Online published

    Solving Dynamic Traveling Salesman Problems With Deep Reinforcement Learning

    Zhang, Z., Liu, H., Zhou, M. & Wang, J., 14 Sep 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  15. Online published

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

    Sum, J. & Leung, C., 6 Sep 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  16. Published

    Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA

    Jia, Y., Hou, J. & Kwong, S., Sep 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 9, p. 3985-3997 13 p., 9178787.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
    Check@CityULib
  17. Published

    Identification of Autistic Risk Candidate Genes and Toxic Chemicals via Multilabel Learning

    Huang, Z., Zhang, J., Zhu, Z., Wu, E. Q. & Tan, K. C., Sep 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 9, p. 3971-3984 14 p., 9177287.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  18. Online published

    Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM

    Lan, H., Liu, Z., Hsiao, J. H., Yu, D. & Chan, A. B., 31 Aug 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 15 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Check@CityULib
  19. Online published

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

    Liu, P., Wang, J. & Zeng, Z., 27 Aug 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 14 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
    Check@CityULib
  20. Online published

    Constrained Center Loss for Convolutional Neural Networks

    Shi, Z., Wang, H. & Leung, C., 24 Aug 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 9 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  21. Online 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., 19 Aug 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
    Check@CityULib
  22. Published

    Fast and Effective Active Clustering Ensemble Based on Density Peak

    Shi, Y., Yu, Z., Cao, W., Chen, C. L. P., Wong, H. & Han, G., Aug 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 8, p. 3593-3607 15 p., 9178458.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Check@CityULib
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