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 (2019): CiteScore 17.6 SJR 3.555 SNIP 3.726

Journal

Journal Metrics

Research Output

  1. 2020
  2. Online published

    Convolutional Neural Networks With Dynamic Regularization

    Wang, Y., Bian, Z., Hou, J. & Chau, L., 8 Jun 2020, In : IEEE Transactions on Neural Networks and Learning Systems.

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

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  3. Published

    A Limitation of Gradient Descent Learning

    Sum, J., Leung, C. & Ho, K., Jun 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 6, p. 2227-2232 8789696.

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

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  4. Published

    Deep Class-Wise Hashing: Semantics-Preserving Hashing via Class-Wise Loss

    Zhe, X., Chen, S. & Yan, H., May 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 5, p. 1681-1695 8759067.

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

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  5. Published

    Task Assignment for Multivehicle Systems Based on Collaborative Neurodynamic Optimization

    Wang, J., Wang, J. & Che, H., Apr 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 4, p. 1145-1154 8741205.

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

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  6. Published

    Bipartite Differential Neural Network for Unsupervised Image Change Detection

    Liu, J., Gong, M., Qin, A. K. & Tan, K. C., Mar 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 3, p. 876-890 8716679.

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

    Scopus citations: 1
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  7. Published

    Exactly Robust Kernel Principal Component Analysis

    Fan, J. & Chow, T. W. S., Mar 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 3, p. 749-761

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

    Scopus citations: 3
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  8. Published

    Trajectory Tracking on Uncertain Complex Networks via NN-Based Inverse Optimal Pinning Control

    Vega, C. J., Suarez, O. J., Sanchez, E. N., Chen, G., Elvira-Ceja, S. & Rodriguez, D., Mar 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 3, p. 854-864 8703392.

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

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  9. Online published

    Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization

    Jia, Y., Liu, H., Hou, J. & Kwong, S., 24 Feb 2020, In : IEEE Transactions on Neural Networks and Learning Systems.

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

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  10. Online published

    Robust Triple-Matrix-Recovery-Based Auto-Weighted Label Propagation for Classification

    Zhang, H., Zhang, Z., Zhao, M., Ye, Q., Zhang, M. & Wang, M., 22 Jan 2020, In : IEEE Transactions on Neural Networks and Learning Systems.

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

    Scopus citations: 3
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  11. Published

    A Unified Entropy-Based Distance Metric for Ordinal-and-Nominal-Attribute Data Clustering

    Zhang, Y., Cheung, Y. & Tan, K. C., Jan 2020, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 1, p. 39-52 8671525.

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

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  12. 2019
  13. Published

    Errata: Distributed Event-Triggered Adaptive Control for Cooperative Output Regulation of Heterogeneous Multi-Agent Systems under Switching Topology

    Yang, R., Zhang, H., Feng, G. & Yan, H., Nov 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 11, p. 3528 8821574.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)Comment/debate

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  14. Published

    Event/Self-Triggered Control for Leader-Following Consensus Over Unreliable Network With DoS Attacks

    Xu, W., Ho, D. W. C., Zhong, J. & Chen, B., Oct 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 10, p. 3137-3149

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

    Scopus citations: 7
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  15. Published

    Learning Algorithm for Boltzmann Machines with Additive Weight and Bias Noise

    Sum, J. & Leung, C. A., Oct 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 10, p. 3200-3204

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

    Scopus citations: 2
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  16. Online published

    Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization

    Jia, Y., Kwong, S., Hou, J. & Wu, W., 30 Aug 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 12 p.

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

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  17. Published

    A Two-Timescale Duplex Neurodynamic Approach to Biconvex Optimization

    Che, H. & Wang, J., Aug 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 8, p. 2503-2514 8594585.

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

    Scopus citations: 5
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  18. Published

    Global Synchronization of Coupled Fractional-Order Recurrent Neural Networks

    Liu, P., Zeng, Z. & Wang, J., Aug 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 8, p. 2358-2368

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

    Scopus citations: 7
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  19. Published

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

    Guo, Z., Liu, L. & Wang, J., Jul 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 7, p. 2052-2066

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

    Scopus citations: 4
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  20. Published

    Topic-Based Algorithm for Multilabel Learning With Missing Labels

    Ma, J. & Chow, T. W. S., Jul 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 7, p. 2138-2152

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

    Scopus citations: 3
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  21. Published

    Generalization and Expressivity for Deep Nets

    Lin, S., May 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 5, p. 1392-1406

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

    Scopus citations: 5
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  22. Published

    Multistability of Delayed Hybrid Impulsive Neural Networks With Application to Associative Memories

    Hu, B., Guan, Z., Chen, G. & Lewis, F. L., May 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 5, p. 1537-1551

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

    Scopus citations: 7
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