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. 2022
  2. Online published

    Attention-Like Multimodality Fusion With Data Augmentation for Diagnosis of Mental Disorders Using MRI

    Liu, R., Huang, Z., Hu, Y., Zhu, Z., Wong, K. & Tan, K. C., 14 Nov 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

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  3. Online published

    Capacitated Clustering via Majorization-Minimization and Collaborative Neurodynamic Optimization

    Li, H. & Wang, J., 18 Oct 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 14 p.

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

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  4. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 6
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  5. 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

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

    Scopus citations: 7
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  6. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 3
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  7. Online published

    Cardinality Constrained Portfolio Optimization via Alternating Direction Method of Multipliers

    Shi, Z., Li, X. P., Leung, C. & So, H. C., 27 Jul 2022, (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

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  8. Online published

    Partial Sequence Labeling With Structured Gaussian Processes

    Lu, X. & Chow, T. W. S., 25 Jul 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 10 p.

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

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  9. Online published

    Efficient Neural Network Compression Inspired by Compressive Sensing

    Gao, W., Guo, Y., Ma, S., Li, G. & Kwong, S., 8 Jul 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

    Scopus citations: 1
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  10. Published

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

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

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

    Scopus citations: 3
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  11. Published

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

    Lu, W., Leung, C., 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  12. Online published

    Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State Networks

    Wang, X., Jin, Y., Du, W. & Wang, J., 28 Jun 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

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  13. Online published

    Adaptive Optimal Control of Networked Nonlinear Systems With Stochastic Sensor and Actuator Dropouts Based on Reinforcement Learning

    Jiang, Y., Liu, L. & Feng, G., 22 Jun 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

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  14. Online published

    Single-Frame-Based Deep View Synchronization for Unsynchronized Multicamera Surveillance

    Zhang, Q. & Chan, A. B., 16 May 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 15 p.

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

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  15. Online published

    Sparse index tracking with K-sparsity or ε-deviation constraint via 0-norm minimization

    Li, X. P., Shi, Z., Leung, C. S. & So, H. C., 16 May 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 14 p.

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

    Scopus citations: 1
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  16. Online published

    Distributed Constrained Optimization With Delayed Subgradient Information Over Time-Varying Network Under Adaptive Quantization

    Liu, J., Yu, Z. & Ho, D. W. C., 12 May 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

    Check@CityULib
  17. Online published

    Modeling Self-Representation Label Correlations for Textual Aspects and Emojis Recommendation

    Wei, T., Chow, T. W. S. & Ma, J., 12 May 2022, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 13 p.

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

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  18. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
    Check@CityULib
  19. 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, 22, 62)21_Publication in refereed journalpeer-review

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  20. 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, 22, 62)21_Publication in refereed journalpeer-review

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

    Scopus citations: 3
    Check@CityULib
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