IEEE Transactions on Neural Networks and Learning Systems, Volume 34, Issue 1, January 2023

1) Editorial Happy New Year!

Author(s): Yongduan Song

Pages: 2 - 2

2) Model Compression Hardens Deep Neural Networks: A New Perspective to Prevent Adversarial Attacks

Author(s): Qi Liu, Wujie Wen

Pages: 3 - 14

3) Relation-Aware Fine-Grained Reasoning Network for Textbook Question Answering

Author(s): Jie Ma, Jun Liu, Yaxian Wang, Junjun Li, Tongliang Liu

Pages: 15 - 27

4) ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images

Author(s): Hongyan Zhang, Manhui Lin, Guangyi Yang, Liangpei Zhang

Pages: 28 - 42

5) The Wisdom of the Crowd: Reliable Deep Reinforcement Learning Through Ensembles of Q-Functions

Author(s): Daniel L. Elliott, Charles Anderson

Pages: 43 - 51

6) SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multiagent Reinforcement Learning

Author(s): Xinghu Yao, Chao Wen, Yuhui Wang, Xiaoyang Tan

Pages: 52 - 63

7) Discriminative Fisher Embedding Dictionary Transfer Learning for Object Recognition

Author(s): Zizhu Fan, Linrui Shi, Qiang Liu, Zhengming Li, Zheng Zhang

Pages: 64 - 78

8) Adaptive Bipartite Output Tracking Consensus in Switching Networks of Heterogeneous Linear Multiagent Systems Based on Edge Events

Author(s): Juan Zhang, Huaguang Zhang, Yuling Liang, Weizhao Song

Pages: 79 - 89

9) Hierarchical and Stable Multiagent Reinforcement Learning for Cooperative Navigation Control

Author(s): Yue Jin, Shuangqing Wei, Jian Yuan, Xudong Zhang

Pages: 90 - 103

10) Event-Triggered Approximate Optimal Path-Following Control for Unmanned Surface Vehicles With State Constraints

Author(s): Weixiang Zhou, Jun Fu, Huaicheng Yan, Xin Du, Yueying Wang, Hua Zhou

Pages: 104 - 118

11) A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning

Author(s): Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler

Pages: 119 - 133

12) A Real-Time Global Inference Network for One-Stage Referring Expression Comprehension

Author(s): Yiyi Zhou, Rongrong Ji, Gen Luo, Xiaoshuai Sun, Jinsong Su, Xinghao Ding, Chia-Wen Lin, Qi Tian

Pages: 134 - 143

13) Adaptive Multigradient Recursive Reinforcement Learning Event-Triggered Tracking Control for Multiagent Systems

Author(s): Hongyi Li, Ying Wu, Mou Chen, Renquan Lu

Pages: 144 - 156

14) Metro Passenger-Flow Representation via Dynamic Mode Decomposition and Its Application

Author(s): Xiulan Wei, Yong Zhang, Yun Wei, Yongli Hu, Shuzhen Tong, Wei Huang, Jinde Cao

Pages: 157 - 170

15) Low-Rank Plus Sparse Decomposition of Covariance Matrices Using Neural Network Parametrization

Author(s): Michel Baes, Calypso Herrera, Ariel Neufeld, Pierre Ruyssen

Pages: 171 - 185

16) Online Active Learning for Drifting Data Streams

Author(s): Sanmin Liu, Shan Xue, Jia Wu, Chuan Zhou, Jian Yang, Zhao Li, Jie Cao

Pages: 186 - 200

17) Multi-View Clustering via Nonnegative and Orthogonal Graph Reconstruction

Author(s): Shaojun Shi, Feiping Nie, Rong Wang, Xuelong Li

Pages: 201 - 214

18) GopGAN: Gradients Orthogonal Projection Generative Adversarial Network With Continual Learning

Author(s): Xiaobin Li, Weiqiang Wang

Pages: 215 - 227

19) Mimicking the Brain’s Cognition of Sarcasm From Multidisciplines for Twitter Sarcasm Detection

Author(s): Fanglong Yao, Xian Sun, Hongfeng Yu, Wenkai Zhang, Wei Liang, Kun Fu

Pages: 228 - 242

20) Finite-Time Stability of Nonlinear Impulsive Systems With Applications to Neural Networks

Author(s): Xueyan Yang, Xiaodi Li

Pages: 243 - 251

21) Multiple Kernel Clustering With Compressed Subspace Alignment

Author(s): Sihang Zhou, Qiyuan Ou, Xinwang Liu, Siqi Wang, Luyan Liu, Siwei Wang, En Zhu, Jianping Yin, Xin Xu

Pages: 252 - 263

22) Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation

Author(s): Wei Wang, Haojie Li, Zhengming Ding, Feiping Nie, Junyang Chen, Xiao Dong, Zhihui Wang

Pages: 264 - 277

23) H∞Bipartite Synchronization of Double-Layer Markov Switched Cooperation-Competition Neural Networks: A Distributed Dynamic Event-Triggered Mechanism

Author(s): Jing Wang, Mengping Xing, Jinde Cao, Ju H. Park, Hao Shen

Pages: 278 - 289

24) Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing

Author(s): Mehmet Yamaç, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj

Pages: 290 - 304

25) Gradient Descent-Barzilai Borwein-Based Neural Network Tracking Control for Nonlinear Systems With Unknown Dynamics

Author(s): Yujia Wang, Tong Wang, Xuebo Yang, Jiae Yang

Pages: 305 - 315

26) A Time-Delay Feedback Neural Network for Discriminating Small, Fast-Moving Targets in Complex Dynamic Environments

Author(s): Hongxin Wang, Huatian Wang, Jiannan Zhao, Cheng Hu, Jigen Peng, Shigang Yue

Pages: 316 - 330

27) Multi-Label Sentiment Analysis on 100 Languages With Dynamic Weighting for Label Imbalance

Author(s): Selim F. Yilmaz, E. Batuhan Kaynak, Aykut Koç, Hamdi Dibeklioğlu, Suleyman Serdar Kozat

Pages: 331 - 3433

28) Finite-Time Estimation for Markovian BAM Neural Networks With Asymmetrical Mode-Dependent Delays and Inconstant Measurements

Author(s): Chang Liu, Zhuo Wang, Renquan Lu, Tingwen Huang, Yong Xu

Pages: 344 - 354

29) Correlated SVD and Its Application in Bearing Fault Diagnosis

Author(s): Hua Li, Tao Liu, Xing Wu, Shaobo Li

Pages: 355 - 365

30) Event-Triggered Multigradient Recursive Reinforcement Learning Tracking Control for Multiagent Systems

Author(s): Weiwei Bai, Tieshan Li, Yue Long, C. L. Philip Chen

Pages: 366 - 379

31) TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification

Author(s): Yuxiang Zhou, Lejian Liao, Yang Gao, Rui Wang, Heyan Huang

Pages: 380 - 393

32) A Supervised Learning Algorithm for Multilayer Spiking Neural Networks Based on Temporal Coding Toward Energy-Efficient VLSI Processor Design

Author(s): Yusuke Sakemi, Kai Morino, Takashi Morie, Kazuyuki Aihara

Pages: 394 - 408

33) A Novel Neural Approach to Infinity-Norm Joint-Velocity Minimization of Kinematically Redundant Robots Under Joint Limits

Author(s): Weibing Li, Philip Wai Yan Chiu, Zheng Li

Pages: 409 - 420

34) Hierarchical Passivity Criterion for Delayed Neural Networks via A General Delay-Product-Type Lyapunov–Krasovskii Functional

Author(s): Fei Long, Chuan-Ke Zhang, Yong He, Qing-Guo Wang, Zhen-Man Gao, Min Wu

Pages: 421 - 432.

35) ECBC: Efficient Convolution via Blocked Columnizing

Author(s): Tianli Zhao, Qinghao Hu, Xiangyu He, Weixiang Xu, Jiaxing Wang, Cong Leng, Jian Cheng

Pages: 433 - 445

36) A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks

Author(s): Jibin Wu, Yansong Chua, Malu Zhang, Guoqi Li, Haizhou Li, Kay Chen Tan

Pages: 446 - 460

37) Lifelong Mixture of Variational Autoencoders

Author(s): Fei Ye, Adrian G. Bors

Pages: 461 - 474

38) RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning

Author(s): Hao Tan, Ran Cheng, Shihua Huang, Cheng He, Changxiao Qiu, Fan Yang, Ping Luo

Pages: 475 - 489

39) Kernel Path for ν-Support Vector Classification

Author(s): Bin Gu, Ziran Xiong, Xiang Li, Zhou Zhai, Guansheng Zheng

Pages: 490 - 501

40) Robust Visual Tracking via Multitask Sparse Correlation Filters Learning

Author(s): Ke Nai, Zhiyong Li, Yihui Gan, Qi Wang

Pages: 502 - 515

41) Deep Multiview Collaborative Clustering

Author(s): Xu Yang, Cheng Deng, Zhiyuan Dang, Dacheng Tao

Pages: 516 - 526

42) Neural Networks as Geometric Chaotic Maps

Author(s): Ziwei Li, Sai Ravela

Pages: 527 - 533

43) An RNN-Based Algorithm for Decentralized-Partial-Consensus Constrained Optimization

Author(s): Zicong Xia, Yang Liu, Jianlong Qiu, Qihua Ruan, Jinde Cao

Pages: 534 - 542

44) Fast Algorithms for Deep Octonion Networks

Author(s): Aleksandr Cariow, Galina Cariowa

Pages: 543 - 548