IEEE Transactions on Neural Networks and Learning Systems, Volume 30, Issue 7, July 2019

1. The Boundedness Conditions for Model-Free HDP(λ)
Author(s): Seaar Al-Dabooni; Donald Wunsch
Pages: 1928 - 1942

2. Training Passive Photonic Reservoirs With Integrated Optical Readout
Author(s): Matthias Freiberger; Andrew Katumba; Peter Bienstman; Joni Dambre
Pages: 1943 - 1953

3. Seeing All From a Few: ℓ1-Norm-Induced Discriminative Prototype Selection
Author(s): Xingxing Zhang; Zhenfeng Zhu; Yao Zhao; Dongxia Chang; Ji Liu
Pages: 1954 - 1966

4. Inverting the Generator of a Generative Adversarial Network
Author(s): Antonia Creswell; Anil Anthony Bharath
Pages: 1967 - 1974

5. Neuroadaptive Fault-Tolerant Control of Quadrotor UAVs: A More Affordable Solution
Author(s): Yongduan Song; Liu He; Dong Zhang; Jiye Qian; Jin Fu
Pages: 1975 - 1983

6. Efficient Multispike Learning for Spiking Neural Networks Using Probability-Modulated Timing Method
Author(s): Ruihan Hu; Sheng Chang; Hao Wang; Jin He; Qijun Huang
Pages: 1984 - 1997

7. A Cross-Domain Recommender System With Kernel-Induced Knowledge Transfer for Overlapping Entities
Author(s): Qian Zhang; Jie Lu; Dianshuang Wu; Guangquan Zhang
Pages: 1998 - 2012

8. Shared Nearest-Neighbor Quantum Game-Based Attribute Reduction With Hierarchical Coevolutionary Spark and Its Application in Consistent Segmentation of Neonatal Cerebral Cortical Surfaces
Author(s): Weiping Ding; Chin-Teng Lin; Zehong Cao
Pages: 2013 - 2027

9. Two-Dimensional Quaternion PCA and Sparse PCA
Author(s): Xiaolin Xiao; Yicong Zhou
Pages: 2028 - 2042

10. L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks
Author(s): Shuang Wu; Guoqi Li; Lei Deng; Liu Liu; Dong Wu; Yuan Xie; Luping Shi
Pages: 2043 - 2051

11. Multistability of Switched Neural Networks With Piecewise Linear Activation Functions Under State-Dependent Switching
Author(s): Zhenyuan Guo; Linlin Liu; Jun Wang
Pages: 2052 - 2066

12. Robust Subspace Clustering by Cauchy Loss Function
Author(s): Xuelong Li; Quanmao Lu; Yongsheng Dong; Dacheng Tao
Pages: 2067 - 2078

13. Tracking Sparse Linear Classifiers
Author(s): Tingting Zhai; Frédéric Koriche; Hao Wang; Yang Gao
Pages: 2079 - 2092

14. Extreme Learning Machine With Affine Transformation Inputs in an Activation Function
Author(s): Jiuwen Cao; Kai Zhang; Hongwei Yong; Xiaoping Lai; Badong Chen; Zhiping Lin
Pages: 2093 - 2107

15. Low-Voltage Low-Power Integrable CMOS Circuit Implementation of Integer- and Fractional–Order FitzHugh–Nagumo Neuron Model
Author(s): Farooq Ahmad Khanday; Nasir Ali Kant; Mohammad Rafiq Dar; Tun Zainal Azni Zulkifli; Costas Psychalinos
Pages: 2108 - 2122

16. Global Nonfragile Synchronization in Finite Time for Fractional-Order Discontinuous Neural Networks With Nonlinear Growth Activations
Author(s): Xiao Peng; Huaiqin Wu; Jinde Cao
Pages: 2123 - 2137

17. Topic-Based Algorithm for Multilabel Learning With Missing Labels
Author(s): Jianghong Ma; Tommy W. S. Chow
Pages: 2138 - 2152

18. Neural Network Filtering Control Design for Nontriangular Structure Switched Nonlinear Systems in Finite Time
Author(s): Shuai Sui; C. L. Philip Chen; Shaocheng Tong
Pages: 2153 - 2162

19. Biased Random Forest For Dealing With the Class Imbalance Problem
Author(s): Mohammed Bader-El-Den; Eleman Teitei; Todd Perry
Pages: 2163 - 2172

20. Fast and Accurate Sparse Coding of Visual Stimuli With a Simple, Ultralow-Energy Spiking Architecture
Author(s): Walt Woods; Christof Teuscher
Pages: 2173 - 2187

21. Adaptive Leader-Following Consensus for Multiple Euler–Lagrange Systems With an Uncertain Leader System
Author(s): Shimin Wang; Jie Huang
Pages: 2188 - 2196

22. Effects of State-Dependent Impulses on Robust Exponential Stability of Quaternion-Valued Neural Networks Under Parametric Uncertainty
Author(s): Xujun Yang; Chuandong Li; Qiankun Song; Hongfei Li; Junjian Huang
Pages: 2197 - 2211

23. Data Subset Selection With Imperfect Multiple Labels
Author(s): Meng Fang; Tianyi Zhou; Jie Yin; Yang Wang; Dacheng Tao
Pages: 2212 - 2221

24. Prescribed Performance Model-Free Adaptive Integral Sliding Mode Control for Discrete-Time Nonlinear Systems
Author(s): Dong Liu; Guang-Hong Yang
Pages: 2222 - 2230

25. Visualization Methods for Image Transformation Convolutional Neural Networks
Author(s): Églen Protas; José Douglas Bratti; Joel F. O. Gaya; Paulo Drews; Silvia S. C. Botelho
Pages: 2231 - 2243

26. Deep FisherNet for Image Classification
Author(s): Peng Tang; Xinggang Wang; Baoguang Shi; Xiang Bai; Wenyu Liu; Zhuowen Tu
Pages: 2244 - 2250