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 17.6

Journal

Journal Metrics

Research Output

  1. 2021
  2. Online published

    Multistability of Switched Neural Networks With Gaussian Activation Functions Under State-Dependent Switching

    Guo, Z., Ou, S. & Wang, J., 2 Jun 2021, (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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  3. Online published

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

    Wang, J., Wang, J. & Han, Q., 2 Jun 2021, (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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  4. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 3
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  5. 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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  6. 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

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  7. 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: 5
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  8. Online published

    Knowledge-Based Prediction of Network Controllability Robustness

    Lou, Y., He, Y., Wang, L., Tsang, K. F. & Chen, G., 16 Apr 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 12 p.

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

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  9. 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

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  10. Online published

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

    Zhao, J., Yang, J., Wang, J. & Wu, W., 11 Feb 2021, (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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  11. Online 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., 2 Feb 2021, (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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  12. 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: 1
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  13. 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

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  14. Online published

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

    Lu, W., Leung, C., Sum, J. & Xiao, Y., 29 Jan 2021, (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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  15. Online published

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

    Zhou, W., Zhang, H. & Wang, J., 22 Jan 2021, (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
  16. Online 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., 20 Jan 2021, (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
    Check@CityULib
  17. Online published

    Synaptic Learning With Augmented Spikes

    Yu, Q., Song, S., Ma, C., Pan, L. & Tan, K. C., 20 Jan 2021, (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
  18. 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: 3
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  19. 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

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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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 4
    Check@CityULib
  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 Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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