IEEE Transactions on Neural Networks and Learning Systems, Volume 30, Issue 3, March 2019

1. NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps
Author(s): Alessandro Aimar; Hesham Mostafa; Enrico Calabrese; Antonio Rios-Navarro; Ricardo Tapiador-Morales; Iulia-Alexandra Lungu; Moritz B. Milde; Federico Corradi; Alejandro Linares-Barranco; Shih-Chii Liu; Tobi Delbruck
Pages: 644 - 656

2. Robust Dimension Reduction for Clustering With Local Adaptive Learning
Author(s): Xiao-Dong Wang; Rung-Ching Chen; Zhi-Qiang Zeng; Chao-Qun Hong; Fei Yan
Pages: 657 - 669

3. Learning of a Decision-Maker’s Preference Zone With an Evolutionary Approach
Author(s): Manish Aggarwal
Pages: 670 - 682

4. Fine-Grained Image Classification Using Modified DCNNs Trained by Cascaded Softmax and Generalized Large-Margin Losses
Author(s): Weiwei Shi; Yihong Gong; Xiaoyu Tao; De Cheng; Nanning Zheng
Pages: 683 - 694

5. Distributed Generalized Nash Equilibrium Seeking Algorithm Design for Aggregative Games Over Weight-Balanced Digraphs
Author(s): Zhenhua Deng; Xiaohong Nian
Pages: 695 - 706

6. DBSDA: Lowering the Bound of Misclassification Rate for Sparse Linear Discriminant Analysis via Model Debiasing
Author(s): Haoyi Xiong; Wei Cheng; Jiang Bian; Wenqing Hu; Zeyi Sun; Zhishan Guo
Pages: 707 - 717

7. Modulation Classification Based on Signal Constellation Diagrams and Deep Learning
Author(s): Shengliang Peng; Hanyu Jiang; Huaxia Wang; Hathal Alwageed; Yu Zhou; Marjan Mazrouei Sebdani; Yu-Dong Yao
Pages: 718 - 727

8. ICFS Clustering With Multiple Representatives for Large Data
Author(s): Liang Zhao; Zhikui Chen; Yi Yang; Liang Zou; Z. Jane Wang
Pages: 728 - 738

9. Exponential Stabilization of Fuzzy Memristive Neural Networks With Hybrid Unbounded Time-Varying Delays
Author(s): Yin Sheng; Frank L. Lewis; Zhigang Zeng
Pages: 739 - 750

10. A Fused CP Factorization Method for Incomplete Tensors
Author(s): Yuankai Wu; Huachun Tan; Yong Li; Jian Zhang; Xiaoxuan Chen
Pages: 751 - 764

11. Indefinite Kernel Logistic Regression With Concave-Inexact-Convex Procedure
Author(s): Fanghui Liu; Xiaolin Huang; Chen Gong; Jie Yang; Johan A. K. Suykens
Pages: 765 - 776

12. Robot Learning System Based on Adaptive Neural Control and Dynamic Movement Primitives
Author(s): Chenguang Yang; Chuize Chen; Wei He; Rongxin Cui; Zhijun Li
Pages: 777 - 787

13. Discriminative Feature Selection via Employing Smooth and Robust Hinge Loss
Author(s): Hanyang Peng; Cheng-Lin Liu
Pages: 788 - 802

14. A Fast and Accurate Matrix Completion Method Based on QR Decomposition and L2,1 Norm Minimization
Author(s): Qing Liu; Franck Davoine; Jian Yang; Ying Cui; Zhong Jin; Fei Han
Pages: 803 - 817

15. Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images
Author(s): Fang Liu; Licheng Jiao; Xu Tang; Shuyuan Yang; Wenping Ma; Biao Hou
Pages: 818 - 833

16. Cost-Effective Object Detection: Active Sample Mining With Switchable Selection Criteria
Author(s): Keze Wang; Liang Lin; Xiaopeng Yan; Ziliang Chen; Dongyu Zhang; Lei Zhang
Pages: 834 - 850

17. Multiview Subspace Clustering via Tensorial t-Product Representation
Author(s): Ming Yin; Junbin Gao; Shengli Xie; Yi Guo
Pages: 851 - 864

18. Exploring Self-Repair in a Coupled Spiking Astrocyte Neural Network
Author(s): Junxiu Liu; Liam J. Mcdaid; Jim Harkin; Shvan Karim; Anju P. Johnson; Alan G. Millard; James Hilder; David M. Halliday; Andy M. Tyrrell; Jon Timmis
Pages: 865 - 875

19. Fast and Accurate Hierarchical Clustering Based on Growing Multilayer Topology Training
Author(s): Yiu-ming Cheung; Yiqun Zhang
Pages: 876 - 890

20. General Square-Pattern Discretization Formulas via Second-Order Derivative Elimination for Zeroing Neural Network Illustrated by Future Optimization
Author(s): Jian Li; Yunong Zhang; Mingzhi Mao
Pages: 891 - 901

21. Optimal Control of Propagating Fronts by Using Level Set Methods and Neural Approximations
Author(s): Angelo Alessandri; Patrizia Bagnerini; Mauro Gaggero
Pages: 902 - 912

22. Robust Stabilization of Delayed Neural Networks: Dissipativity-Learning Approach
Author(s): Ramasamy Saravanakumar; Hyung Soo Kang; Choon Ki Ahn; Xiaojie Su; Hamid Reza Karimi
Pages: 913 - 922

23. Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures
Author(s): Mohammadreza Mohaghegh Neyshabouri; Kaan Gokcesu; Hakan Gokcesu; Huseyin Ozkan; Suleyman Serdar Kozat
Pages: 923 - 937

24. Adaptive Optimal Output Regulation of Time-Delay Systems via Measurement Feedback
Author(s): Weinan Gao; Zhong-Ping Jiang
Pages: 938 - 945

25. Unsupervised Knowledge Transfer Using Similarity Embeddings
Author(s): Nikolaos Passalis; Anastasios Tefas
Pages: 946 - 950

26. Synchronization of Coupled Markovian Reaction–Diffusion Neural Networks With Proportional Delays Via Quantized Control
Author(s): Xinsong Yang; Qiang Song; Jinde Cao; Jianquan Lu
Pages: 951 - 958

27. Stepsize Range and Optimal Value for Taylor–Zhang Discretization Formula Applied to Zeroing Neurodynamics Illustrated via Future Equality-Constrained Quadratic Programming
Author(s): Yunong Zhang; Huihui Gong; Min Yang; Jian Li; Xuyun Yang
Pages: 959 - 966