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 (2022): CiteScore 21.9 SJR 3.447 SNIP 3.984

Journal

Journal Metrics

Research Output

  1. 2024
  2. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
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  3. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

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  4. Online published

    Policy Correction and State-Conditioned Action Evaluation for Few-Shot Lifelong Deep Reinforcement Learning

    Xu, M., Chen, X. & Wang, J., 30 Apr 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 15 p.

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

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  5. Published

    Convolutional Neural Networks for Spherical Signal Processing via Area-Regular Spherical Haar Tight Framelets

    Li, J., Feng, H. & Zhuang, X., Apr 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 4, p. 4400-4410

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

    Scopus citations: 9
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  6. Online published

    Permutation Equivariant Graph Framelets for Heterophilous Graph Learning

    Li, J., Zheng, R., Feng, H., Li, M. & Zhuang, X., 14 Mar 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 15 p.

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

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  7. Published

    Cardinality Constrained Portfolio Optimization via Alternating Direction Method of Multipliers

    Shi, Z., Li, X. P., Leung, C. & So, H. C., Feb 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 2, p. 2901-2909 9 p.

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

    Scopus citations: 7
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  8. Published

    Partial Sequence Labeling With Structured Gaussian Processes

    Lu, X. & Chow, T. W. S., Feb 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 2, p. 2783-2792 10 p.

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

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  9. 2023
  10. 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: 2
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  11. 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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  12. Published

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

    Li, X. P., Shi, Z., 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: 9
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  13. 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: 1
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  14. 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

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  15. Online published

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

    Lu, W., Zheng, Y. & Leung, C., 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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  16. 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: 15
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  17. 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: 27
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  18. 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: 141
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  19. Published

    Generalization Analysis of CNNs for Classification on Spheres

    Feng, H., Huang, S. & Zhou, D., 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: 5
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  20. Online published

    HSGAN: Hyperspectral Reconstruction from RGB Images with Generative Adversarial Network

    Zhao, Y., Po, L., 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: 1
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  21. Published

    A Globally Stable LPNN Model for Sparse Approximation

    Wang, H., Feng, R., Leung, C., 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: 1
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  22. 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: 25
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