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
81 - 100 out of 360Page size: 20

Research Output

  1. 2022
  2. Published

    Knowledge-Based Prediction of Network Controllability Robustness

    Lou, Y., He, Y., Wang, L., Tsang, K. F. & Chen, G., Oct 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 10, p. 5739-5750 12 p.

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

    Scopus citations: 29
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  3. Published

    Spiking Neural Network Regularization With Fixed and Adaptive Drop-Keep Probabilities

    Zhao, J., Yang, J., Wang, J. & Wu, W., Aug 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 8, p. 4096-4109 14 p.

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

    Scopus citations: 20
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  4. Published

    Temporal Encoding and Multispike Learning Framework for Efficient Recognition of Visual Patterns

    Yu, Q., Song, S., Ma, C., Wei, J., Chen, S. & Tan, K. C., Aug 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 8, p. 3387-3399

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

    Scopus citations: 10
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  5. Published

    An Efficient Sparse Bayesian Learning Algorithm Based on Gaussian-Scale Mixtures

    Zhou, W., Zhang, H.-T. & Wang, J., Jul 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 7, p. 3065-3078 14 p.

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

    Scopus citations: 41
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  6. Published

    DNN-kWTA With Bounded Random Offset Voltage Drifts in Threshold Logic Units

    Lu, W., Leung, C.-S., Sum, J. & Xiao, Y., Jul 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 7

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

    Scopus citations: 7
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  7. Low-Latency In Situ Image Analytics With FPGA-Based Quantized Convolutional Neural Network

    Wang, M., Lee, K. C. M., Chung, B. M. F., Bogaraju, S. V., Ng, H.-C., Wong, J. S. J. & Shum, H. C. & 2 others, Tsia, K. K. & So, H.K.-H., Jul 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 7, p. 2853-2866

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

    Scopus citations: 16
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  8. Published

    Accelerating Monte Carlo Bayesian Prediction via Approximating Predictive Uncertainty Over the Simplex

    Cui, Y., Yao, W., Li, Q., Chan, A. B. & Xue, C. J., Apr 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 4, p. 1492-1506

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

    Scopus citations: 6
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  9. Published

    Angular Deep Supervised Vector Quantization for Image Retrieval

    Zhou, C., Po, L. M. & Ou, W., Apr 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 4, p. 1638-1649

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

    Scopus citations: 8
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  10. Published

    Constructing Accurate and Efficient Deep Spiking Neural Networks With Double-Threshold and Augmented Schemes

    Yu, Q., Ma, C., Song, S., Zhang, G., Dang, J. & Tan, K. C., Apr 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 4, p. 1714-1726

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

    Scopus citations: 36
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  11. Published

    Multiplayer Stackelberg-Nash Game for Nonlinear System via Value Iteration-Based Integral Reinforcement Learning

    Li, M., Qin, J., Freris, N. M. & Ho, D. W. C., Apr 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 4, p. 1429-1440

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

    Scopus citations: 44
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  12. Published

    Synaptic Learning With Augmented Spikes

    Yu, Q., Song, S., Ma, C., Pan, L. & Tan, K. C., Mar 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 3, p. 1134-1146

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

    Scopus citations: 12
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  13. Published

    Asymmetric Graph-Guided Multitask Survival Analysis With Self-Paced Learning

    Liu, C., Cao, W., Wu, S., Shen, W., Jiang, D., Yu, Z. & Wong, H.-S., Feb 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 2, p. 654-666 13 p.

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

    Scopus citations: 7
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  14. Published

    Realization of Spatial Sparseness by Deep ReLU Nets with Massive Data

    Chui, C. K., Lin, S.-B., Zhang, B. & Zhou, D.-X., Jan 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 1, p. 229-243

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

    Scopus citations: 17
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  15. Published

    Semisupervised Classification With Novel Graph Construction for High-Dimensional Data

    Yu, Z., Ye, F., Yang, K., Cao, W., Chen, C. L. P., Cheng, L. & You, J. & 1 others, Wong, H.-S., Jan 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 1, p. 75-88

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

    Scopus citations: 15
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  16. Published

    Topic-Based Instance and Feature Selection in Multilabel Classification

    Ma, J. & Chow, T. W. S., Jan 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 1, p. 315-329 15 p.

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

    Scopus citations: 18
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  17. Published

    Two-Timescale Multilayer Recurrent Neural Networks for Nonlinear Programming

    Wang, J. & Wang, J., Jan 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 1, p. 37-47

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

    Scopus citations: 31
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  18. 2021
  19. Published

    Data-Driven Adaptive Disturbance Observers for Model-Free Trajectory Tracking Control of Maritime Autonomous Surface Ships

    Peng, Z., Wang, D. & Wang, J., Dec 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 12, p. 5584-5594

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

    Scopus citations: 92
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  20. Published

    Multivehicle Task Assignment Based on Collaborative Neurodynamic Optimization With Discrete Hopfield Networks

    Wang, J., Wang, J. & Han, Q.-L., Dec 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 12, p. 5274-5286 13 p.

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

    Scopus citations: 37
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  21. Published

    Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA

    Jia, Y., Hou, J. & Kwong, S., Sept 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 9, p. 3985-3997 13 p., 9178787.

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

    Scopus citations: 18
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  22. 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 Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 14
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