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. 2021
  2. 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

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  3. Collaborative and Multilevel Feature Selection Network for Action Recognition

    Zheng, Z., An, G., Cao, S., Wu, D. & Ruan, Q., 23 Aug 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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  4. Online Kernel Learning with Adaptive Bandwidth by Optimal Control Approach

    Zhang, J., Ning, H., Jing, X. & Tian, T., May 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 5, p. 1920-1934 15 p., 9108601.

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

    Scopus citations: 2
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  5. Global and Local Knowledge-Aware Attention Network for Action Recognition

    Zheng, Z., An, G., Wu, D. & Ruan, Q., Jan 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 1, p. 334-347

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

    Scopus citations: 16
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  6. 2020
  7. Discriminative transfer feature and label consistency for cross-domain image classification

    Li, S., Liu, C. H., Su, L., Xie, B., Ding, Z., Chen, C. L. P. & Wu, D., Nov 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 11, p. 4842-4856

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

    Scopus citations: 20
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  8. 2019
  9. Online Identification of Nonlinear Stochastic Spatiotemporal System With Multiplicative Noise by Robust Optimal Control-Based Kernel Learning Method

    Ning, H., Qing, G., Tian, T. & Jing, X., Feb 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 2, p. 389-404 16 p., 8399841.

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

    Scopus citations: 10
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  10. 2018
  11. Reinforced robust principal component pursuit

    Brahma, P. P., She, Y., Li, S., Li, J. & Wu, D., 1 May 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 5, p. 1525-1538

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

    Scopus citations: 8
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  12. 2017
  13. Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics

    Zhang, C., Lim, P., Qin, A. K. & Tan, K. C., Oct 2017, In: IEEE Transactions on Neural Networks and Learning Systems. 28, 10, p. 2306-2318 7508982.

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

    Scopus citations: 426
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  14. 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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  15. 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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  16. 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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  17. 2016
  18. 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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  19. 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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  20. 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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  21. 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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  22. 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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  23. 2015
  24. A complex-valued projection neural network for constrained optimization of real functions in complex variables

    Zhang, S., Xia, Y. & Wang, J., 1 Dec 2015, In: IEEE Transactions on Neural Networks and Learning Systems. 26, 12, p. 3227-3238 7152951.

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

    Scopus citations: 78
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  25. A Projection Neural Network for Constrained Quadratic Minimax Optimization

    Liu, Q. & Wang, J., 1 Nov 2015, In: IEEE Transactions on Neural Networks and Learning Systems. 26, 11, p. 2891-2900 7103358.

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

    Scopus citations: 66
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  26. Neurodynamics-Based Robust Pole Assignment for High-Order Descriptor Systems

    Le, X. & Wang, J., Nov 2015, In: IEEE Transactions on Neural Networks and Learning Systems. 26, 11, p. 2962-2971 7244253.

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

    Scopus citations: 27
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  27. On the Non-STDP Behavior and Its Remedy in a Floating-Gate Synapse

    Gopalakrishnan, R. & Basu, A., 1 Oct 2015, In: IEEE Transactions on Neural Networks and Learning Systems. 26, 10, p. 2596-2601 7031963.

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

    Scopus citations: 6
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