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. 2021
  2. Published

    Convolutional Neural Networks With Dynamic Regularization

    Wang, Y., Bian, Z., Hou, J. & Chau, L., May 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 5, p. 2299-2304 9110754.

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

    Scopus citations: 4
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  3. Published

    Hybrid Neural Adaptive Control for Practical Tracking of Markovian Switching Networks

    Hu, B., Yu, X., Guan, Z., Kurths, J. & Chen, G., May 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 5, p. 2157-2168

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

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  4. Published

    Master-Slave Synchronization of Delayed Neural Networks With Time-Varying Control

    Jia, Q., Mwanandiye, E. S. & Tang, W. K. S., May 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 5, p. 2292-2298 7 p.

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

    Scopus citations: 15
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  5. Online Kernel Learning with Adaptive Bandwidth by Optimal Control Approach

    Zhang, J., Ning, H., Jing, X. & Tian, T., May 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 5, p. 1920-1934 15 p., 9108601.

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

    Scopus citations: 2
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  6. Online published

    Hash Bit Selection via Collaborative Neurodynamic Optimization With Discrete Hopfield Networks

    Li, X., Wang, J. & Kwong, S., 9 Apr 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 9 p.

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

    Scopus citations: 2
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  7. Published

    Probabilistic Semi-Supervised Learning via Sparse Graph Structure Learning

    Wang, L., Chan, R. & Zeng, T., Feb 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 2, p. 853-867 9063663.

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

    Scopus citations: 4
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  8. Published

    Robust Environmental Sound Recognition with Sparse Key-Point Encoding and Efficient Multispike Learning

    Yu, Q., Yao, Y., Wang, L., Tang, H., Dang, J. & Tan, K. C., Feb 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 2, p. 625-638 9044638.

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

    Scopus citations: 8
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  9. Published

    A Two-Timescale Duplex Neurodynamic Approach to Mixed-Integer Optimization

    Che, H. & Wang, J., Jan 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 1, p. 36-48 9023556.

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

    Scopus citations: 56
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  10. Published

    Evolving Deep Neural Networks via Cooperative Coevolution with Backpropagation

    Gong, M., Liu, J., Qin, A. K., Zhao, K. & Tan, K. C., Jan 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 1, p. 420-434 9046848.

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

    Scopus citations: 6
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  11. Global and Local Knowledge-Aware Attention Network for Action Recognition

    Zheng, Z., An, G., Wu, D. & Ruan, Q., Jan 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 1, p. 334-347

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

    Scopus citations: 16
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  12. Published

    Global Exponential Synchronization of Coupled Delayed Memristive Neural Networks with Reaction-Diffusion Terms via Distributed Pinning Controls

    Guo, Z., Wang, S. & Wang, J., Jan 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 1, p. 105-116 9040641.

    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

    Multiple and Complete Stability of Recurrent Neural Networks with Sinusoidal Activation Function

    Liu, P., Wang, J. & Guo, Z., Jan 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 1, p. 229-240 9042887.

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

    Scopus citations: 10
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  14. 2020
  15. Published

    Learning Multiple Parameters for Kernel Collaborative Representation Classification

    Liu, J., Wu, Z., Xiao, L. & Yan, H., Dec 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 12, p. 5068-5078

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

    Scopus citations: 11
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  16. Published

    Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization

    Jia, Y., Liu, H., Hou, J. & Kwong, S., Dec 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 12, p. 5575-5587

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

    Scopus citations: 10
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  17. Published

    Asymptotic and Finite-Time Cluster Synchronization of Coupled Fractional-Order Neural Networks with Time Delay

    Liu, P., Zeng, Z. & Wang, J., Nov 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 11, p. 4956-4967 8961184.

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

    Scopus citations: 50
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  18. Discriminative transfer feature and label consistency for cross-domain image classification

    Li, S., Liu, C. H., Su, L., Xie, B., Ding, Z., Chen, C. L. P. & Wu, D., Nov 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 11, p. 4842-4856

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

    Scopus citations: 20
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  19. Published

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

    Zhang, H., Zhang, Z., Zhao, M., Ye, Q., Zhang, M. & Wang, M., Nov 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 11, p. 4538-4552

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

    Scopus citations: 15
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  20. Published

    A Deterministic Annealing Neural Network Algorithm for the Minimum Concave Cost Transportation Problem

    Wu, Z., Karimi, H. R. & Dang, C., Oct 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 10, p. 4354-4366 8936853.

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

    Scopus citations: 26
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  21. Published

    Bayes Imbalance Impact Index: A Measure of Class Imbalanced Data Set for Classification Problem

    Lu, Y., Cheung, Y. & Tang, Y. Y., Sep 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 9, p. 3525-3539

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

    Scopus citations: 17
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  22. Published

    Adaptive Chunk-Based Dynamic Weighted Majority for Imbalanced Data Streams With Concept Drift

    Lu, Y., Cheung, Y. & Tang, Y. Y., Aug 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 8, p. 2764-2778

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

    Scopus citations: 15
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