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 (2017): CiteScore 8.96 SJR 3.406 SNIP 3.231

Journal

Research Output

  1. 2018
  2. Published

    Multistability of Recurrent Neural Networks With Nonmonotonic Activation Functions and Unbounded Time-Varying Delays

    Liu, P., Zeng, Z. & Wang, J. Jul 2018 In : IEEE Transactions on Neural Networks and Learning Systems. 29, 7, p. 3000-3010

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

    Scopus citations: 2
  3. Published

    Online Learning Algorithms Can Converge Comparably Fast as Batch Learning

    Lin, J. & Zhou, D. Jun 2018 In : IEEE Transactions on Neural Networks and Learning Systems. 29, 6, p. 2367-2378

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

    Scopus citations: 3
  4. Published

    Uncertain Data Clustering in Distributed Peer-to-Peer Networks

    Zhou, J., Chen, L., Chen, C. L. P., Wang, Y. & Li, H. Jun 2018 In : IEEE Transactions on Neural Networks and Learning Systems. 29, 6, p. 2392-2406

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

    Scopus citations: 1
  5. E-pub ahead of print

    A Cost-Sensitive Deep Belief Network for Imbalanced Classification

    Zhang, C., Tan, K. C., Li, H. & Hong, G. S. 28 May 2018 In : IEEE Transactions on Neural Networks and Learning Systems.

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

  6. E-pub ahead of print

    Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization

    Wu, W., Jia, Y., Kwong, S. & Hou, J. 18 May 2018 In : IEEE Transactions on Neural Networks and Learning Systems.

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

  7. Published

    A Preference-Based Multiobjective Evolutionary Approach for Sparse Optimization

    Li, H., Zhang, Q., Deng, J. & Xu, Z. May 2018 In : IEEE Transactions on Neural Networks and Learning Systems. 29, 5, p. 1716-1731

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

  8. E-pub ahead of print

    A Weightedly Uniform Detectability for Sensor Networks

    Li, W., Wei, G., Ho, D. W. C. & Ding, D. 11 Apr 2018 In : IEEE Transactions on Neural Networks and Learning Systems. 7 p.

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

  9. E-pub ahead of print

    Robust Regression Estimation Based on Low-Dimensional Recurrent Neural Networks

    Xia, Y. & Wang, J. 9 Apr 2018 In : IEEE Transactions on Neural Networks and Learning Systems.

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

  10. Published

    A Collaborative Neurodynamic Approach to Multiple-Objective Distributed Optimization

    Yang, S., Liu, Q. & Wang, J. Apr 2018 In : IEEE Transactions on Neural Networks and Learning Systems. 29, 4, p. 981-992

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

    Scopus citations: 1
  11. Published

    Robustness Analysis on Dual Neural Network-based kWTA with Input Noise

    Feng, R., Leung, C. & Sum, J. Apr 2018 In : IEEE Transactions on Neural Networks and Learning Systems. 29, 4, p. 1082-1094

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

  12. E-pub ahead of print

    A Collaborative Neurodynamic Approach to Multiobjective Optimization

    Leung, M. & Wang, J. 29 Mar 2018 In : IEEE Transactions on Neural Networks and Learning Systems.

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

    Scopus citations: 1
  13. E-pub ahead of print

    Sparse Temporal Encoding of Visual Features for Robust Object Recognition by Spiking Neurons

    Zheng, Y., Li, S., Yan, R., Tang, H. & Tan, K. C. 29 Mar 2018 In : IEEE Transactions on Neural Networks and Learning Systems.

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

  14. E-pub ahead of print

    Swarming Behavior of Multiple Euler-Lagrange Systems With Cooperation-Competition Interactions: An Auxiliary System Approach

    Hu, H., Wen, G., Yu, W., Xuan, Q. & Chen, G. 29 Mar 2018 In : IEEE Transactions on Neural Networks and Learning Systems.

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

  15. E-pub ahead of print

    Learning Rates of Regularized Regression With Multiple Gaussian Kernels for Multi-Task Learning

    Xu, Y., Li, X., Chen, D. & Li, H. 2 Mar 2018 In : IEEE Transactions on Neural Networks and Learning Systems.

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

  16. E-pub ahead of print

    Admissible Delay Upper Bounds for Global Asymptotic Stability of Neural Networks With Time-Varying Delays

    Zhang, X., Han, Q. & Wang, J. 16 Feb 2018 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 journal

    Scopus citations: 1
  17. E-pub ahead of print

    Tree2Vector: Learning a Vectorial Representation for Tree-Structured Data

    Zhang, H., Wang, S., Xu, X., Chow, T. W. S. & Wu, Q. M. J. 14 Feb 2018 In : IEEE Transactions on Neural Networks and Learning Systems.

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

    Scopus citations: 1
  18. E-pub ahead of print

    Progressive Stochastic Learning for Noisy Labels

    Han, B., Tsang, I. W., Chen, L., Yu, C. P. & Fung, S. 5 Feb 2018 In : IEEE Transactions on Neural Networks and Learning Systems.

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

  19. 2017
  20. E-pub ahead of print

    Distributed Event-Triggered Adaptive Control for Cooperative Output Regulation of Heterogeneous Multiagent Systems Under Switching Topology

    Yang, R., Zhang, H., Feng, G. & Yan, H. 9 Nov 2017 In : IEEE Transactions on Neural Networks and Learning Systems.

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

  21. E-pub ahead of print

    Dynamic Analysis of Hybrid Impulsive Delayed Neural Networks With Uncertainties

    Hu, B., Guan, Z., Qian, T. & Chen, G. 9 Nov 2017 In : IEEE Transactions on Neural Networks and Learning Systems.

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

  22. Published

    A Neurodynamic Optimization Approach to Bilevel Quadratic Programming

    Qin, S., Le, X. & Wang, J. Nov 2017 In : IEEE Transactions on Neural Networks and Learning Systems. 28, 11, p. 2580-2591 7547973

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

    Scopus citations: 1
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