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

Research Output

  1. 2021
  2. Published

    Identification of Autistic Risk Candidate Genes and Toxic Chemicals via Multilabel Learning

    Huang, Z.-A., Zhang, J., Zhu, Z., Wu, E. Q. & Tan, K. C., Sept 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 9, p. 3971-3984 14 p., 9177287.

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

    Scopus citations: 14
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  3. Published

    Fast and Effective Active Clustering Ensemble Based on Density Peak

    Shi, Y., Yu, Z., Cao, W., Chen, C. L. P., Wong, H.-S. & Han, G., Aug 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 8, p. 3593-3607 15 p., 9178458.

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

    Scopus citations: 26
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  4. Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process Manufacturing

    QIAN, F., JIN, Y., QIN, S. J. & SUNDMACHER, K., Aug 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 8, p. 3294-3295

    Research output: Journal Publications and ReviewsEditorial Preface

    Scopus citations: 8
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  5. Published

    Learning Rate for Convex Support Tensor Machines

    Lian, H., Aug 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 8, p. 3755-3760 9174817.

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

    Scopus citations: 5
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  6. Published

    Identifying Autism Spectrum Disorder From Resting-State fMRI Using Deep Belief Network

    Huang, Z.-A., Zhu, Z., Yau, C. H. & Tan, K. C., Jul 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 7, p. 2847-2861 9145868.

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

    Scopus citations: 109
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  7. Published

    Joint Optimization for Pairwise Constraint Propagation

    Jia, Y., Wu, W., Wang, R., Hou, J. & Kwong, S., Jul 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 7, p. 3168-3180 13 p.

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

    Scopus citations: 21
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  8. Published

    Minimax and Biobjective Portfolio Selection Based on Collaborative Neurodynamic Optimization

    Leung, M.-F. & Wang, J., Jul 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 7, p. 2825-2836

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

    Scopus citations: 111
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  9. Published

    Numerical Spiking Neural P Systems

    Wu, T., Pan, L., Yu, Q. & Tan, K. C., Jun 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 6, p. 2443-2457 9138473.

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

    Scopus citations: 55
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  10. Published

    Stochastic Strongly Convex Optimization via Distributed Epoch Stochastic Gradient Algorithm

    Yuan, D., Ho, D. W. C. & Xu, S., Jun 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 6, p. 2344-2357 9132651.

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

    Scopus citations: 22
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  11. Published

    Convolutional Neural Networks With Dynamic Regularization

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

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

    Scopus citations: 24
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  12. Published

    Hybrid Neural Adaptive Control for Practical Tracking of Markovian Switching Networks

    Hu, B., Yu, X., Guan, Z.-H., 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 8
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  13. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 38
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  14. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 9
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  15. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 15
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  16. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 15
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  17. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 102
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  18. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 26
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  19. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 44
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  20. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 71
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  21. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 33
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