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

    Event-Triggered Cardinality-Constrained Cooling and Electrical Load Dispatch Based on Collaborative Neurodynamic Optimization

    Chen, Z., Wang, J. & Han, Q., 31 Mar 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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  3. Online published

    Convolutional Neural Networks for Spherical Signal Processing via Area-Regular Spherical Haar Tight Framelets

    Li, J., Feng, H. & Zhuang, X., 29 Mar 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
  4. Online published

    On Optimal Learning With Random Features

    Liu, J. & Lian, H., 2 Mar 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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  5. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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  6. Online published

    A Proximal Neurodynamic Network With Fixed-Time Convergence for Equilibrium Problems and Its Applications

    Ju, X., Li, C., Che, H., He, X. & Feng, G., 10 Feb 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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  7. Online published

    Design and Analysis of Multiscroll Memristive Hopfield Neural Network With Adjustable Memductance and Application to Image Encryption

    Lai, Q., Wan, Z., Zhang, H. & Chen, G., 10 Feb 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: 18
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  8. 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., 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, 22, 62)21_Publication in refereed journalpeer-review

    Check@CityULib
  9. Online published

    Clifford-Valued Distributed Optimization Based on Recurrent Neural Networks

    Xia, Z., Liu, Y., Kou, K. I. & Wang, J., 14 Jan 2022, (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

    Scopus citations: 5
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  10. Online published

    Two Recurrent Neural Networks With Reduced Model Complexity for Constrained l₁-Norm Optimization

    Xia, Y., Wang, J., Lu, Z. & Huang, L., 5 Jan 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
  11. Online published

    Event-Triggered Distributed Stochastic Mirror Descent for Convex Optimization

    Xiong, M., Zhang, B., Ho, D. W. C., Yuan, D. & Xu, S., 4 Jan 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
  12. Published

    Realization of Spatial Sparseness by Deep ReLU Nets with Massive Data

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

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

    Scopus citations: 2
    Check@CityULib
  13. 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., Jan 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 1, p. 75-88

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

    Scopus citations: 1
    Check@CityULib
  14. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
    Check@CityULib
  15. 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 5
    Check@CityULib
  16. 2021
  17. Online published

    Generalization Analysis of CNNs for Classification on Spheres

    Feng, H., Huang, S. & Zhou, D., 23 Dec 2021, (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

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

    Scopus citations: 18
    Check@CityULib
  19. Published

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

    Wang, J., Wang, J. & Han, Q., 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, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 8
    Check@CityULib
  20. Online published

    A Globally Stable LPNN Model for Sparse Approximation

    Wang, H., Feng, R., Leung, C., Sum, J. & Constantinides, A. G., 30 Nov 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

    Check@CityULib
  21. Online published

    Bicriteria Sparse Nonnegative Matrix Factorization via Two-Timescale Duplex Neurodynamic Optimization

    Che, H., Wang, J. & Cichocki, A., 17 Nov 2021, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 11 p.

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

    Check@CityULib
  22. Training Provably Robust Models by Polyhedral Envelope Regularization

    Liu, C., Salzmann, M. & Süsstrunk, S., 26 Oct 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
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