IEEE Transactions on Neural Networks and Learning Systems, Volume 33, Issue 8, August 2022

1) New Generation Deep Learning for Video Object Detection: A Survey

Author(s): Licheng Jiao, Ruohan Zhang, Fang Liu, Shuyuan Yang, Biao Hou, Lingling Li, Xu Tang

Pages: 3195 - 3215

2) Synchronization of Complex Dynamical Networks Subject to Noisy Sampling Interval and Packet Loss

Author(s): Zhipei Hu, Hongru Ren, Peng Shi

Pages: 3216 - 3226

3) Boundary Stabilization of Stochastic Delayed Cohen–Grossberg Neural Networks With Diffusion Terms

Author(s): Xiao-Zhen Liu, Kai-Ning Wu, Xiaohua Ding, Weihai Zhang

Pages: 3227 - 3237

4) Neuron Linear Transformation: Modeling the Domain Shift for Crowd Counting

Author(s): Qi Wang, Tao Han, Junyu Gao, Yuan Yuan

Pages: 3238 - 3250

5) A Hybrid System Based on Dynamic Selection for Time Series Forecasting

Author(s): João F. L. de Oliveira, Eraylson G. Silva, Paulo S. G. de Mattos Neto

Pages: 3251 - 3263

6) Encoder-X: Solving Unknown Coefficients Automatically in Polynomial Fitting by Using an Autoencoder

Author(s): Guojun Wang, Weijun Li, Liping Zhang, Linjun Sun, Peng Chen, Lina Yu, Xin Ning

Pages: 3264 - 3276

7) DAMAD: Database, Attack, and Model Agnostic Adversarial Perturbation Detector

Author(s): Akshay Agarwal, Gaurav Goswami, Mayank Vatsa, Richa Singh, Nalini K. Ratha

Pages: 3277 - 3289

8) DQC-ADMM: Decentralized Dynamic ADMM With Quantized and Censored Communications

Author(s): Yaohua Liu, Gang Wu, Zhi Tian, Qing Ling

Pages: 3290 - 3304

9) Generalized Nonconvex Approach for Low-Tubal-Rank Tensor Recovery

Author(s): Hailin Wang, Feng Zhang, Jianjun Wang, Tingwen Huang, Jianwen Huang, Xinling Liu

Pages: 3305 - 3319

10) Deep Attention-Based Imbalanced Image Classification

Author(s): Lituan Wang, Lei Zhang, Xiaofeng Qi, Zhang Yi

Pages: 3320 - 3330

11) Adaptive Neural Network Control for Full-State Constrained Robotic Manipulator With Actuator Saturation and Time-Varying Delays

Author(s): Weiwei Sun, You Wu, Xinyu Lv

Pages: 3331 - 3342

12) Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator

Author(s): Hyun-Soo Choi, Dahuin Jung, Siwon Kim, Sungroh Yoon

Pages: 3343 - 3356

13) Parkinson’s Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data

Author(s): Zhongwei Huang, Haijun Lei, Guoliang Chen, Alejandro F. Frangi, Yanwu Xu, Ahmed Elazab, Jing Qin, Baiying Lei

Pages: 3357 - 3371

14) Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching

Author(s): Dou Quan, Shuang Wang, Ning Huyan, Jocelyn Chanussot, Ruojing Wang, Xuefeng Liang, Biao Hou, Licheng Jiao

Pages: 3372 - 3386

15) Temporal Encoding and Multispike Learning Framework for Efficient Recognition of Visual Patterns

Author(s): Qiang Yu, Shiming Song, Chenxiang Ma, Jianguo Wei, Shengyong Chen, Kay Chen Tan

Pages: 3387 - 3399

16) Detachable Second-Order Pooling: Toward High-Performance First-Order Networks

Author(s): Lida Li, Jiangtao Xie, Peihua Li, Lei Zhang

Pages: 3400 - 3414

17) Solving Complex-Valued Time-Varying Linear Matrix Equations via QR Decomposition With Applications to Robotic Motion Tracking and on Angle-of-Arrival Localization

Author(s): Vasilios N. Katsikis, Spyridon D. Mourtas, Predrag S. Stanimirović, Yunong Zhang

Pages: 3415 - 3424

18) Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation

Author(s): Risheng Liu, Long Ma, Yuxi Zhang, Xin Fan, Zhongxuan Luo

Pages: 3425 - 3436

19) Theory-Inspired Deep Network for Instantaneous-Frequency Extraction and Subsignals Recovery From Discrete Blind-Source Data

Author(s): Ningning Han, H. N. Mhaskar, Charles K. Chui

Pages: 3437 - 3447

20) GenDet: Meta Learning to Generate Detectors From Few Shots

Author(s): Liyang Liu, Bochao Wang, Zhanghui Kuang, Jing-Hao Xue, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang

Pages: 3448 - 3460

21) Distributed Group Coordination of Multiagent Systems in Cloud Computing Systems Using a Model-Free Adaptive Predictive Control Strategy

Author(s): Haoran Tan, Yaonan Wang, Min Wu, Zhiwu Huang, Zhiqiang Miao

Pages: 3461 - 3473

22) Adaptive NN-Based Consensus for a Class of Nonlinear Multiagent Systems With Actuator Faults and Faulty Networks

Author(s): Xiaozheng Jin, Shaoyu Lü, Jiguo Yu

Pages: 3474 - 3486

23) Data-Driven Adaptive Consensus Learning From Network Topologies

Author(s): Ronghu Chi, Yu Hui, Biao Huang, Zhongsheng Hou, Xuhui Bu

Pages: 3487 - 3497

24) Adversarial Learning of Disentangled and Generalizable Representations of Visual Attributes

Author(s): James Oldfield, Yannis Panagakis, Mihalis A. Nicolaou

Pages: 3498 - 3509

25) Comparative Convolutional Dynamic Multi-Attention Recommendation Model

Author(s): Juan Ni, Zhenhua Huang, Chang Yu, Dongdong Lv, Cheng Wang

Pages: 3510 - 3521

26) Link Prediction Based on Stochastic Information Diffusion

Author(s): Didier A. Vega-Oliveros, Liang Zhao, Anderson Rocha, Lilian Berton

Pages: 3522 - 3532

27) A Convex Model for Support Vector Distance Metric Learning

Author(s): Yibang Ruan, Yanshan Xiao, Zhifeng Hao, Bo Liu

Pages: 3533 - 3546

28) RGB-D Point Cloud Registration Based on Salient Object Detection

Author(s): Teng Wan, Shaoyi Du, Wenting Cui, Runzhao Yao, Yuyan Ge, Ce Li, Yue Gao, Nanning Zheng

Pages: 3547 - 3559

29) Hierarchical-Bayesian-Based Sparse Stochastic Configuration Networks for Construction of Prediction Intervals

Author(s): Jun Lu, Jinliang Ding, Changxin Liu, Tianyou Chai

Pages: 3560 - 3571

30) Abnormal Event Detection and Localization via Adversarial Event Prediction

Author(s): Jongmin Yu, Younkwan Lee, Kin Choong Yow, Moongu Jeon, Witold Pedrycz

Pages: 3572 - 3586

31) Improving EEG Decoding via Clustering-Based Multitask Feature Learning

Author(s): Yu Zhang, Tao Zhou, Wei Wu, Hua Xie, Hongru Zhu, Guoxu Zhou, Andrzej Cichocki

Pages: 3587 - 3597

32) Neighborhood Geometric Structure-Preserving Variational Autoencoder for Smooth and Bounded Data Sources

Author(s): Xingyu Chen, Chunyu Wang, Xuguang Lan, Nanning Zheng, Wenjun Zeng

Pages: 3598 - 3611

33) Optimizing Attention for Sequence Modeling via Reinforcement Learning

Author(s): Hao Fei, Yue Zhang, Yafeng Ren, Donghong Ji

Pages: 3612 - 3621

34) Periodic Event-Triggered Synchronization for Discrete-Time Complex Dynamical Networks

Author(s): Sanbo Ding, Zhanshan Wang, Xiangpeng Xie

Pages: 3622 - 3633

35) Fast Unsupervised Projection for Large-Scale Data

Author(s): Jingyu Wang, Lin Wang, Feiping Nie, Xuelong Li

Pages: 3634 - 3644

36) Relaxed Block-Diagonal Dictionary Pair Learning With Locality Constraint for Image Recognition

Author(s): Zhe Chen, Xiao-Jun Wu, Josef Kittler

Pages: 3645 - 3659

37) Multiperspective Progressive Structure Adaptation for JPEG Steganography Detection Across Domains

Author(s): Ju Jia, Meng Luo, Jinshuo Liu, Weixiang Ren, Lina Wang

Pages: 3660 - 3674

38) Optimal Scale Combination Selection Integrating Three-Way Decision With Hasse Diagram

Author(s): Qinghua Zhang, Yunlong Cheng, Fan Zhao, Guoyin Wang, Shuyin Xia

Pages: 3675 - 3689

39) Networked Multiagent Systems: Antagonistic Interaction, Constraint, and its Application

Author(s): Wentao Zhang, Zhiqiang Zuo, Yijing Wang

Pages: 3690 - 3699

40) Dynamic Learning From Adaptive Neural Control for Discrete-Time Strict-Feedback Systems

Author(s): Min Wang, Haotian Shi, Cong Wang, Jun Fu

Pages: 3700 - 3712

41) Transductive Semisupervised Deep Hashing

Author(s): Weiwei Shi, Yihong Gong, Badong Chen, Xinhong Hei

Pages: 3713 - 3726

42) Surrogate-Assisted Particle Swarm Optimization for Evolving Variable-Length Transferable Blocks for Image Classification

Author(s): Bin Wang, Bing Xue, Mengjie Zhang

Pages: 3727 - 3740

43) Target Tracking Control of a Biomimetic Underwater Vehicle Through Deep Reinforcement Learning

Author(s): Yu Wang, Chong Tang, Shuo Wang, Long Cheng, Rui Wang, Min Tan, Zengguang Hou

Pages: 3741 - 3752

44) Variational Inference and Learning of Piecewise Linear Dynamical Systems

Author(s): Xavier Alameda-Pineda, Vincent Drouard, Radu Patrice Horaud

Pages: 3753 - 3764

45) CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings

Author(s): Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu, Xiao Dong

Pages: 3765 - 3777

46) Beneficial Perturbation Network for Designing General Adaptive Artificial Intelligence Systems

Author(s): Shixian Wen, Amanda Rios, Yunhao Ge, Laurent Itti

Pages: 3778 - 3791

47) A Plug-in Method for Representation Factorization in Connectionist Models

Author(s): Jee Seok Yoon, Myung-Cheol Roh, Heung-Il Suk

Pages: 3792 - 3803

48) Event-Based Design of Finite-Time Adaptive Control of Uncertain Nonlinear Systems

Author(s): Yuan-Xin Li, Zhongsheng Hou, Wei-Wei Che, Zheng-Guang Wu

Pages: 3804 - 3813

49) Motion Planning and Adaptive Neural Tracking Control of an Uncertain Two-Link Rigid–Flexible Manipulator With Vibration Amplitude Constraint

Author(s): Qingxin Meng, Xuzhi Lai, Ze Yan, Chun-Yi Su, Min Wu

Pages: 3814 - 3828

50) Sampled-Data Synchronization of Stochastic Markovian Jump Neural Networks With Time-Varying Delay

Author(s): Guoliang Chen, Jianwei Xia, Ju H. Park, Hao Shen, Guangming Zhuang

Pages: 3829 - 3841

51) A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis

Author(s): Wenwen Min, Xiang Wan, Tsung-Hui Chang, Shihua Zhang

Pages: 3842 - 3856

52) Concept Drift-Tolerant Transfer Learning in Dynamic Environments

Author(s): Cuie Yang, Yiu-Ming Cheung, Jinliang Ding, Kay Chen Tan

Pages: 3857 - 3871

53) Data-Based Optimal Consensus Control for Multiagent Systems With Policy Gradient Reinforcement Learning

Author(s): Xindi Yang, Hao Zhang, Zhuping Wang

Pages: 3872 - 3883

54) Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation

Author(s): Yingjie Yin, De Xu, Xingang Wang, Lei Zhang

Pages: 3884 - 3894

55) Multi-Manifold Optimization for Multi-View Subspace Clustering

Author(s): Aparajita Khan, Pradipta Maji

Pages: 3895 - 3907

56) Remote State Estimation of Nonlinear Systems Over Fading Channels via Recurrent Neural Networks

Author(s): Songfu Cai, Vincent K. N. Lau

Pages: 3908 - 3922

57) Convolutional Neural Network for Behavioral Modeling and Predistortion of Wideband Power Amplifiers

Author(s): Xin Hu, Zhijun Liu, Xiaofei Yu, Yulong Zhao, Wenhua Chen, Biao Hu, Xuekun Du, Xiang Li, Mohamed Helaoui, Weidong Wang, Fadhel M. Ghannouchi

Pages: 3923 - 3937

58) Finite-Time Synchronization of Complex-Valued Memristive-Based Neural Networks via Hybrid Control

Author(s): Tianhu Yu, Jinde Cao, Leszek Rutkowski, Yi-Ping Luo

Pages: 3938 - 3947

59) Margin Distribution Analysis

Author(s): Jun Wang, Zhi-Hua Zhou

Pages: 3948 - 3960

60) Learning Knowledge Graph Embedding With Heterogeneous Relation Attention Networks

Author(s): Zhifei Li, Hai Liu, Zhaoli Zhang, Tingting Liu, Neal N. Xiong

Pages: 3961 - 3973

61) Toward Full-Stack Acceleration of Deep Convolutional Neural Networks on FPGAs

Author(s): Shuanglong Liu, Hongxiang Fan, Martin Ferianc, Xinyu Niu, Huifeng Shi, Wayne Luk

Pages: 3974 - 3987

62) Toward the Optimal Design and FPGA Implementation of Spiking Neural Networks

Author(s): Wenzhe Guo, Hasan Erdem Yantır, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama

Pages: 3988 - 4002

63) Lifelong Incremental Reinforcement Learning With Online Bayesian Inference

Author(s): Zhi Wang, Chunlin Chen, Daoyi Dong

Pages: 4003 - 4016

64) Massive-Scale Aerial Photo Categorization by Cross-Resolution Visual Perception Enhancement

Author(s): Luming Zhang, Xiaoqin Zhang, Mingliang Xu, Ling Shao

Pages: 4017 - 4030

65) Global Negative Correlation Learning: A Unified Framework for Global Optimization of Ensemble Models

Author(s): Carlos Perales-González, Francisco Fernández-Navarro, Mariano Carbonero-Ruz, Javier Pérez-Rodríguez

Pages: 4031 - 4042

66) Optimal Tracking Control of Nonlinear Multiagent Systems Using Internal Reinforce Q-Learning

Author(s): Zhinan Peng, Rui Luo, Jiangping Hu, Kaibo Shi, Sing Kiong Nguang, Bijoy Kumar Ghosh

Pages: 4043 - 4055

67) Multi-Task Weakly-Supervised Attention Network for Dementia Status Estimation With Structural MRI

Author(s): Chunfeng Lian, Mingxia Liu, Li Wang, Dinggang Shen

Pages: 4056 - 4068

68) FPGA-Based High-Throughput CNN Hardware Accelerator With High Computing Resource Utilization Ratio

Author(s): Wenjin Huang, Huangtao Wu, Qingkun Chen, Conghui Luo, Shihao Zeng, Tianrui Li, Yihua Huang

Pages: 4069 - 4083

69) Convolutional Ordinal Regression Forest for Image Ordinal Estimation

Author(s): Haiping Zhu, Hongming Shan, Yuheng Zhang, Lingfu Che, Xiaoyang Xu, Junping Zhang, Jianbo Shi, Fei-Yue Wang

Pages: 4084 - 4095

70) Spiking Neural Network Regularization With Fixed and Adaptive Drop-Keep Probabilities

Author(s): Junhong Zhao, Jie Yang, Jun Wang, Wei Wu

Pages: 4096 - 4109

71) Adversarial Binary Mutual Learning for Semi-Supervised Deep Hashing

Author(s): Guan’An Wang, Qinghao Hu, Yang Yang, Jian Cheng, Zeng-Guang Hou

Pages: 4110 - 4124

72) Scalable Inverse Reinforcement Learning Through Multifidelity Bayesian Optimization

Author(s): Mahdi Imani, Seyede Fatemeh Ghoreishi

Pages: 4125 - 4132

73) Fixed-Time Synchronization of Competitive Neural Networks With Multiple Time Scales

Author(s): Wu Yang, Yan-Wu Wang, Irinel-Constantin Morǎrescu, Xiao-Kang Liu, Yuehua Huang

Pages: 4133 - 4138

74) Online Reinforcement Learning Control by Direct Heuristic Dynamic Programming: From Time-Driven to Event-Driven

Author(s): Qingtao Zhao, Jennie Si, Jian Sun

Pages: 4139 - 4144