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
141 - 160 out of 361Page size: 20

Research Output

  1. 2020
  2. Published

    Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization

    Li, H., Pan, S. J., Wang, S. & Kot, A. C., Mar 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 3, p. 984-996 8725935.

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

    Scopus citations: 33
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  3. 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 - Publication in refereed journal › peer-review

    Scopus citations: 22
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  4. Published

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

    Zhang, Y., Cheung, Y.-M. & 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 - Publication in refereed journal › peer-review

    Scopus citations: 36
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  5. 2019
  6. 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 › Erratum › peer-review

    Scopus citations: 1
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  7. 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 - Publication in refereed journal › peer-review

    Scopus citations: 207
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  8. Published

    Learning Algorithm for Boltzmann Machines with Additive Weight and Bias Noise

    Sum, J. & Leung, C.-S. 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 - Publication in refereed journal › peer-review

    Scopus citations: 10
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  9. 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 - Publication in refereed journal › peer-review

    Scopus citations: 81
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  10. 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 - Publication in refereed journal › peer-review

    Scopus citations: 115
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  11. 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 - Publication in refereed journal › peer-review

    Scopus citations: 55
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  12. 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 - Publication in refereed journal › peer-review

    Scopus citations: 14
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  13. Published

    Generalization and Expressivity for Deep Nets

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

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

    Scopus citations: 36
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  14. Published

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

    Hu, B., Guan, Z.-H., 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 - Publication in refereed journal › peer-review

    Scopus citations: 79
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  15. Published

    Adaptive Neural State-Feedback Tracking Control of Stochastic Nonlinear Switched Systems: An Average Dwell-Time Method

    Niu, B., Wang, D., Alotaibi, N. D. & Alsaadi, F. E., Apr 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 4, p. 1076-1087

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

    Scopus citations: 199
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  16. Published

    Exploring Correlations Among Tasks, Clusters, and Features for Multitask Clustering

    Cao, W., Wu, S., Yu, Z. & Wong, H.-S., Feb 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 2, p. 355-368

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

    Scopus citations: 24
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  17. Online Identification of Nonlinear Stochastic Spatiotemporal System With Multiplicative Noise by Robust Optimal Control-Based Kernel Learning Method

    Ning, H., Qing, G., Tian, T. & Jing, X., Feb 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 2, p. 389-404 16 p., 8399841.

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

    Scopus citations: 21
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  18. Published

    A Cost-Sensitive Deep Belief Network for Imbalanced Classification

    Zhang, C., Tan, K. C., Li, H. & Hong, G. S., Jan 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 1, p. 109-122

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

    Scopus citations: 232
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  19. 2018
  20. Published

    Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization

    Wu, W., Jia, Y., Kwong, S. & Hou, J., Dec 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 12, p. 6348-6361

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

    Scopus citations: 66
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  21. Published

    Robust Regression Estimation Based on Low-Dimensional Recurrent Neural Networks

    Xia, Y. & Wang, J., Dec 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 12, p. 5935-5946

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

    Scopus citations: 33
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  22. Published

    Sparse Temporal Encoding of Visual Features for Robust Object Recognition by Spiking Neurons

    Zheng, Y., Li, S., Yan, R., Tang, H. & Tan, K. C., Dec 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 12, p. 5823-5833

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

    Scopus citations: 30
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  23. Published

    A Collaborative Neurodynamic Approach to Multiobjective Optimization

    Leung, M.-F. & Wang, J., Nov 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 11, p. 5738-5748

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

    Scopus citations: 107
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