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

Research Output

  1. 2023
  2. Published

    Modeling Self-Representation Label Correlations for Textual Aspects and Emojis Recommendation

    Wei, T., Chow, T. W. S. & Ma, J., Dec 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 12, p. 10762-10774 13 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
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  3. Published

    Single-Frame-Based Deep View Synchronization for Unsynchronized Multicamera Surveillance

    Zhang, Q. & Chan, A. B., Dec 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 12, p. 10653-10667 15 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 3
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  4. Skeleton-Based Human Motion Prediction With Privileged Supervision

    Dong, M. & Xu, C., Dec 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 12, p. 10419-10432 14 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 7
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  5. Published

    Sparse index tracking with K-sparsity or ε-deviation constraint via 0-norm minimization

    Li, X. P., Shi, Z.-L., Leung, C. S. & So, H. C., Dec 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 12, p. 10930-10943 14 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 17
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  6. Published

    On Optimal Learning With Random Features

    Liu, J. & Lian, H., Nov 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 11, p. 9536-9541

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 3
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  7. Online published

    Optimal Control for Constrained Discrete-Time Nonlinear Systems Based on Safe Reinforcement Learning

    Zhang, L., Xie, L., Jiang, Y., Li, Z., Liu, X. & Su, H., 31 Oct 2023, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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  8. Online published

    Differential Game-Based Deep Reinforcement Learning in Underwater Target Hunting Task

    Wei, W., Wang, J., Du, J., Fang, Z., Ren, Y. & Chen, C. L. P., 27 Oct 2023, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 16
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  9. Online published

    A Deep Quality Monitoring Network for Quality-Related Incipient Faults

    Wang, M., Xie, M., Wang, Y. & Chen, M., 17 Oct 2023, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 6
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  10. Online published

    Effect of Time-Varying Multiplicative Noise on DNN-kWTA Model

    Lu, W., Zheng, Y. & Leung, C.-S., 6 Oct 2023, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  11. Published

    A Proximal Neurodynamic Network With Fixed-Time Convergence for Equilibrium Problems and Its Applications

    Ju, X., Li, C., Che, H., He, X. & Feng, G., Oct 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 10, p. 7500-7514 15 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 24
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  12. Published

    Clifford-Valued Distributed Optimization Based on Recurrent Neural Networks

    Xia, Z., Liu, Y., Kou, K. I. & Wang, J., Oct 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 10, p. 7248-7259 12 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 33
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  13. Published

    Design and Analysis of Multiscroll Memristive Hopfield Neural Network With Adjustable Memductance and Application to Image Encryption

    Lai, Q., Wan, Z., Zhang, H. & Chen, G., Oct 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 10, p. 7824-7837

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 210
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  14. Published

    Event-Triggered Cardinality-Constrained Cooling and Electrical Load Dispatch Based on Collaborative Neurodynamic Optimization

    Chen, Z., Wang, J. & Han, Q.-L., Sept 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 9, p. 5464-5475 12 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 16
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  15. Published

    Event-Triggered Distributed Stochastic Mirror Descent for Convex Optimization

    Xiong, M., Zhang, B., Ho, D. W. C., Yuan, D. & Xu, S., Sept 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 9, p. 6480-6491

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 20
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  16. Published

    Generalization Analysis of CNNs for Classification on Spheres

    Feng, H., Huang, S. & Zhou, D.-X., Sept 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 9, p. 6200 - 6213 14 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 14
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  17. Published

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

    Xia, Y., Wang, J., Lu, Z. & Huang, L., Sept 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 9, p. 6173-6185 13 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
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  18. Online published

    HSGAN: Hyperspectral Reconstruction from RGB Images with Generative Adversarial Network

    Zhao, Y., Po, L.-M., Lin, T., Yan, Q., Liu, W. & Xian, P., 10 Aug 2023, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 3
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  19. Published

    A Globally Stable LPNN Model for Sparse Approximation

    Wang, H., Feng, R., Leung, C.-S., Sum, J. & Constantinides, A. G., Aug 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 8, p. 5218-5226

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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  20. Published

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

    Che, H., Wang, J. & Cichocki, A., Aug 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 8, p. 4881-4891 11 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 44
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  21. Published

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

    Liu, P., Wang, J. & Zeng, Z., Aug 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 8, p. 4620-4630 11 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 28
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