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. 2017
  2. Published

    Global Synchronization of Multiple Recurrent Neural Networks With Time Delays via Impulsive Interactions

    Yang, S., Guo, Z. & Wang, J., Jul 2017, In: IEEE Transactions on Neural Networks and Learning Systems. 28, 7, p. 1657-1667

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

    Scopus citations: 60
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  3. Published

    A Regularizer Approach for RBF Networks Under the Concurrent Weight Failure Situation

    Leung, C., Wan, W. Y. & Feng, R., Jun 2017, In: IEEE Transactions on Neural Networks and Learning Systems. 28, 6, p. 1360-1372 7442583.

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

    Scopus citations: 29
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  4. Published

    A Collective Neurodynamic Approach to Constrained Global Optimization

    Yan, Z., Fan, J. & Wang, J., May 2017, In: IEEE Transactions on Neural Networks and Learning Systems. 28, 5, p. 1206-1215

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

    Scopus citations: 72
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  5. An online unsupervised structural plasticity algorithm for spiking neural networks

    Roy, S. & Basu, A., 1 Apr 2017, In: IEEE Transactions on Neural Networks and Learning Systems. 28, 4, p. 900-910 7508492.

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

    Scopus citations: 22
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  6. Triplet Spike Time-Dependent Plasticity in a Floating-Gate Synapse

    Gopalakrishnan, R. & Basu, A., 1 Apr 2017, In: IEEE Transactions on Neural Networks and Learning Systems. 28, 4, p. 778-790

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

    Scopus citations: 11
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  7. Published

    A Two-Time-Scale Neurodynamic Approach to Constrained Minimax Optimization

    Le, X. & Wang, J., Mar 2017, In: IEEE Transactions on Neural Networks and Learning Systems. 28, 3, p. 620-629

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

    Scopus citations: 40
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  8. Multimodal degradation prognostics based on switching kalman filter ensemble

    Lim, P., Goh, C. K., Tan, K. C. & Dutta, P., 1 Jan 2017, In: IEEE Transactions on Neural Networks and Learning Systems. 28, 1, p. 136-148 7358146.

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

    Scopus citations: 46
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  9. 2016
  10. Published

    Organizing Books and Authors by Multi-layer SOM

    Zhang, H., Chow, T. W. S. & Wu, Q. M. J., Dec 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 12, p. 2537-2550 7328760.

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

    Scopus citations: 61
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  11. Published

    Multivariate Cryptography Based on Clipped Hopfield Neural Network

    WANG, J., CHENG, L. M. & Tong, S., 23 Nov 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 99, p. 1 - 11

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

    Scopus citations: 17
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  12. Identification of Nonlinear Spatiotemporal Dynamical Systems With Nonuniform Observations Using Reproducing-Kernel-Based Integral Least Square Regulation

    Ning, H., Qing, G. & Jing, X., Nov 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 11, p. 2399-2412 14 p.

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

    Scopus citations: 4
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  13. Why Deep Learning Works: A Manifold Disentanglement Perspective

    Brahma, P. P., Wu, D. & She, Y., 1 Oct 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 10, p. 1997-2008 7348689.

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

    Scopus citations: 105
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  14. Published

    Space Structure and Clustering of Categorical Data

    Qian, Y., Li, F., Liang, J., Liu, B. & Dang, C., Oct 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 10, p. 2047-2059 7287764.

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

    Scopus citations: 57
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  15. Published

    Can the virtual labels obtained by traditional LP approaches be well encoded in WLR?

    Ye, Q., Yang, J., Yin, T. & Zhang, Z., 1 Jul 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 7, p. 1591-1598 7336553.

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

    Scopus citations: 13
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  16. IEEE transactions on cognitive and developmental systems: Special issue on neuromorphic computing and cognitive systems

    Tang, H., Huang, T., Orchard, G., Basu, A. & Krichmar, J. L., 1 Jul 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 7, 7492324.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)Editorial Preface

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  17. Learning Spike Time Codes Through Morphological Learning with Binary Synapses

    Roy, S., San, P. P., Hussain, S., Wei, L. W. & Basu, A., 1 Jul 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 7, p. 1572-1577 7154508.

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

    Scopus citations: 14
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  18. Published

    Saturated Finite Interval Iterative Learning for Tracking of Dynamic Systems with HNN-Structural Output

    Xiong, W., Ho, D. W. C. & Yu, X., 1 Jul 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 7, p. 1578-1584 7160765.

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

    Scopus citations: 24
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  19. Published

    Objective Function and Learning Algorithm for the General Node Fault Situation

    Xiao, Y., Feng, R., Leung, C. & Sum, J., 1 Apr 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 4, p. 863-874 7112550.

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

    Scopus citations: 8
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  20. Published

    Finite-Time Consensus of Multiagent Systems With a Switching Protocol

    Liu, X., Lam, J., Yu, W. & Chen, G., Apr 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 4, p. 853-862

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

    Scopus citations: 150
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  21. A Spiking Neural Network System for Robust Sequence Recognition

    Yu, Q., Yan, R., Tang, H., Tan, K. C. & Li, H., Mar 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 3, p. 621-635 7086059.

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

    Scopus citations: 61
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  22. Published

    L1-Minimization Algorithms for Sparse Signal Reconstruction Based on a Projection Neural Network

    Liu, Q. & Wang, J., Mar 2016, In: IEEE Transactions on Neural Networks and Learning Systems. 27, 3, p. 698-707

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

    Scopus citations: 70
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