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 (2021): CiteScore 20.8 SJR 4.222 SNIP 3.306

Journal

Journal Metrics

Research Output

  1. 2019
  2. 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 journalpeer-review

    Scopus citations: 9
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  3. 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 journalpeer-review

    Scopus citations: 17
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  4. 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 journalpeer-review

    Scopus citations: 48
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  5. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 167
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  6. Published

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

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

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

    Scopus citations: 19
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  7. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 10
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  8. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 115
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  9. 2018
  10. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 39
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  11. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 27
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  12. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 24
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  13. Published

    A Collaborative Neurodynamic Approach to Multiobjective Optimization

    Leung, M. & 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 66
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  14. Published

    Admissible Delay Upper Bounds for Global Asymptotic Stability of Neural Networks With Time-Varying Delays

    Zhang, X., Han, Q. & Wang, J., Nov 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 11, p. 5319-5329

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

    Scopus citations: 127
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  15. Published

    A Weightedly Uniform Detectability for Sensor Networks

    Li, W., Wei, G., Ho, D. W. C. & Ding, D., Nov 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 11, p. 5790-5796

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

    Scopus citations: 26
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  16. Published

    Learning Rates of Regularized Regression With Multiple Gaussian Kernels for Multi-Task Learning

    Xu, Y., Li, X., Chen, D. & Li, H., Nov 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 11, p. 5408-5418

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

    Scopus citations: 18
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  17. Published

    Swarming Behavior of Multiple Euler-Lagrange Systems With Cooperation-Competition Interactions: An Auxiliary System Approach

    Hu, H., Wen, G., Yu, W., Xuan, Q. & Chen, G., Nov 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 11, p. 5726-5737

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

    Scopus citations: 59
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  18. Published

    Tree2Vector: Learning a Vectorial Representation for Tree-Structured Data

    Zhang, H., Wang, S., Xu, X., Chow, T. W. S. & Wu, Q. M. J., Nov 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 11, p. 5304-5318

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

    Scopus citations: 75
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  19. Published

    Progressive Stochastic Learning for Noisy Labels

    Han, B., Tsang, I. W., Chen, L., Yu, C. P. & Fung, S., Oct 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 10, p. 5136-5148

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

    Scopus citations: 21
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  20. Published

    Distributed Event-Triggered Adaptive Control for Cooperative Output Regulation of Heterogeneous Multiagent Systems Under Switching Topology

    Yang, R., Zhang, H., Feng, G. & Yan, H., Sep 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 9, p. 4347-4358

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

    Scopus citations: 41
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  21. Published

    Dynamic Analysis of Hybrid Impulsive Delayed Neural Networks With Uncertainties

    Hu, B., Guan, Z., Qian, T. & Chen, G., Sep 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 9, p. 4370-4384

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

    Scopus citations: 16
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  22. Published

    On Wang kWTA With Input Noise, Output Node Stochastic, and Recurrent State Noise

    Sum, J., Leung, C. & Ho, K. I., Sep 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 9, p. 4212-4222

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

    Scopus citations: 3
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