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
21 - 40 out of 361Page size: 20

Research Output

  1. 2024
  2. Online published

    Identifying Community-Bridge Network Structures via Bayesian Learning With Mixed Sparsity Mode

    Zheng, Y., Zhang, H.-T., Yue, Z. & Wang, J., 20 Jun 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

    Check@CityULib
  3. Published

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

    Liu, R., Huang, Z.-A., Hu, Y., Zhu, Z., Wong, K.-C. & Tan, K. C., Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 7627-7641

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

    Scopus citations: 13
    Check@CityULib
  4. Published

    GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-Resolved EEG Motor Imagery Signals

    Hou, Y., Jia, S., Lun, X., Hao, Z., Shi, Y., Li, Y. & Zeng, R. & 1 others, Lv, J., Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 7312-7323 12 p.

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

    Scopus citations: 60
    Check@CityULib
  5. Published

    Multimodal Image Classification by Multiview Latent Pattern Extraction, Selection, and Correlation

    Ma, J., Kou, W., Lin, M., Cho, C. C. M. & Chiu, B., Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 8134-8148

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

    Scopus citations: 3
    Check@CityULib
  6. Published

    Multitask Learning for Joint Diagnosis of Multiple Mental Disorders in Resting-State fMRI

    Huang, Z.-A., Liu, R., Zhu, Z. & Tan, K. C., Jun 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 6, p. 8161-8175

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

    Scopus citations: 13
    Check@CityULib
  7. Online published

    Another Perspective of Over-Smoothing: Alleviating Semantic Over-Smoothing in Deep GNNs

    Li, J., Zhang, Q., Liu, W., Chan, A. B. & Fu, Y.-G., 29 May 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

    Check@CityULib
  8. Published

    Capacitated Clustering via Majorization-Minimization and Collaborative Neurodynamic Optimization

    Li, H. & Wang, J., May 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 5, p. 6679-6692 14 p.

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

    Scopus citations: 6
    Check@CityULib
  9. Published

    Distributed Estimation of Support Vector Machines for Matrix Data

    Xu, W., Liu, J. & Lian, H., May 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 5, p. 6643-6653

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

    Scopus citations: 4
    Check@CityULib
  10. Published

    LFT: Neural Ordinary Differential Equations With Learnable Final-Time

    Pang, D., Le, X., Guan, X. & Wang, J., May 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 5, p. 6918-6927 10 p.

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

    Scopus citations: 1
    Check@CityULib
  11. Published

    Supervised Feature Selection via Collaborative Neurodynamic Optimization

    Wang, Y., Wang, J. & Pal, N. R., May 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 5, p. 6878-6892 15 p.

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

    Scopus citations: 11
    Check@CityULib
  12. Online published

    Policy Correction and State-Conditioned Action Evaluation for Few-Shot Lifelong Deep Reinforcement Learning

    Xu, M., Chen, X. & Wang, J., 30 Apr 2024, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems. 15 p.

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

    Scopus citations: 2
    Check@CityULib
  13. Published

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

    Li, J., Feng, H. & Zhuang, X., Apr 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 4, p. 4400-4410

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

    Scopus citations: 12
    Check@CityULib

  14. CTV-Net: Complex-Valued TV-Driven Network With Nested Topology for 3-D SAR Imaging

    Wang, M., Wei, S., Zhou, Z., Shi, J., Zhang, X. & Guo, Y., Apr 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 4, p. 5588-5602

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

    Scopus citations: 11
    Check@CityULib
  15. Published

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

    Jiang, Y., Liu, L. & Feng, G., Mar 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 3, p. 3107-3120

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

    Scopus citations: 15
    Check@CityULib
  16. Published

    Cardinality Constrained Portfolio Optimization via Alternating Direction Method of Multipliers

    Shi, Z.-L., Li, X. P., Leung, C.-S. & So, H. C., Feb 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 2, p. 2901-2909 9 p.

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

    Scopus citations: 14
    Check@CityULib
  17. Published

    Efficient Neural Network Compression Inspired by Compressive Sensing

    Gao, W., Guo, Y., Ma, S., Li, G. & Kwong, S., Feb 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 2, p. 1965-1979

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

    Scopus citations: 6
    Check@CityULib
  18. Published

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

    Wang, X., Jin, Y., Du, W. & Wang, J., Feb 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 2, p. 1572-1583 12 p.

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

    Scopus citations: 6
    Check@CityULib
  19. Published

    Partial Sequence Labeling With Structured Gaussian Processes

    Lu, X. & Chow, T. W. S., Feb 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 2, p. 2783-2792 10 p.

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

    Check@CityULib
  20. Published

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

    Liu, J., Yu, Z. & Ho, D. W. C., Jan 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 1, p. 143-156

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

    Scopus citations: 6
    Check@CityULib
  21. 2023
  22. Online published

    Universality and Approximation Bounds for Echo State Networks With Random Weights

    Li, Z. & Yang, Y., 13 Dec 2023, (Online published) In: IEEE Transactions on Neural Networks and Learning Systems.

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

    Scopus citations: 1
    Check@CityULib
Previous 1 2 3 4 5 6 7 8 ...19 Next