IEEE Transactions on Neural Networks and Learning Systems, Volume 32, Issue 10, October 2021

1) PM2.5 Monitoring: Use Information Abundance Measurement and Wide and Deep Learning

Author(s): Ke Gu; Hongyan Liu; Zhifang Xia; Junfei Qiao; Weisi Lin; Daniel Thalmann

Pages: 4278 - 4290

2) Attention in Natural Language Processing

Author(s): Andrea Galassi; Marco Lippi; Paolo Torroni

Pages: 4291 - 4308

3) Open Set Domain Adaptation: Theoretical Bound and Algorithm

Author(s): Zhen Fang; Jie Lu; Feng Liu; Junyu Xuan; Guangquan Zhang

Pages: 4309 - 4322

4) Distributed Min–Max Learning Scheme for Neural Networks With Applications to High-Dimensional Classification

Author(s): Krishnan Raghavan; Shweta Garg; Sarangapani Jagannathan; V. A. Samaranayake

Pages: 4323 - 4333

5) Off-Policy Reinforcement Learning for Tracking in Continuous-Time Systems on Two Time Scales

Author(s): Wenqian Xue; Jialu Fan; Victor G. Lopez; Yi Jiang; Tianyou Chai; Frank L. Lewis

Pages: 4334 - 4346

6) Adaptive Developmental Resonance Network

Author(s): Gyeong-Moon Park; Jong-Hwan Kim

Pages: 4347 - 4361

7) Rich Visual Knowledge-Based Augmentation Network for Visual Question Answering

Author(s): Liyang Zhang; Shuaicheng Liu; Donghao Liu; Pengpeng Zeng; Xiangpeng Li; Jingkuan Song; Lianli Gao

Pages: 4362 - 4373

8) Accelerated Proximal Subsampled Newton Method

Author(s): Haishan Ye; Luo Luo; Zhihua Zhang

Pages: 4374 - 4388

9) Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling

Author(s): Haoran You; Yu Cheng; Tianheng Cheng; Chunliang Li; Pan Zhou

Pages: 4389 - 4403

10) Analogy-Detail Networks for Object Recognition

Author(s): Xiaoyu Tao; Xiaopeng Hong; Weiwei Shi; Xinyuan Chang; Yihong Gong

Pages: 4404 - 4418

11) An Effective Hybrid Learning Model for Real-Time Event Summarization

Author(s): Min Yang; Qiang Qu; Ying Shen; Zhou Zhao; Xiaojun Chen; Chengming Li

Pages: 4419 - 4431

12) Synchronous Fault-Tolerant Near-Optimal Control for Discrete-Time Nonlinear PE Game

Author(s): Yuan Yuan; Peng Zhang; Xuelong Li

Pages: 4432 - 4444

13) Online Learning With Adaptive Rebalancing in Nonstationary Environments

Author(s): Kleanthis Malialis; Christos G. Panayiotou; Marios M. Polycarpou

Pages: 4445 - 4459

14) IAUnet: Global Context-Aware Feature Learning for Person Reidentification

Author(s): Ruibing Hou; Bingpeng Ma; Hong Chang; Xinqian Gu; Shiguang Shan; Xilin Chen

Pages: 4460 - 4474

15) Antidecay LSTM for Siamese Tracking With Adversarial Learning

Author(s): Fei Zhao; Ting Zhang; Yi Wu; Ming Tang; Jinqiao Wang

Pages: 4475 - 4489

16) Terminal Sliding Mode Control of MEMS Gyroscopes With Finite-Time Learning

Author(s): Yuyan Guo; Bin Xu; Rui Zhang

Pages: 4490 - 4498

17) EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression

Author(s): Xiaofeng Ruan; Yufan Liu; Chunfeng Yuan; Bing Li; Weiming Hu; Yangxi Li; Stephen Maybank

Pages: 4499 - 4513

18) Inductive Structure Consistent Hashing via Flexible Semantic Calibration

Author(s): Zheng Zhang; Luyao Liu; Yadan Luo; Zi Huang; Fumin Shen; Heng Tao Shen; Guangming Lu

Pages: 4514 - 4528

19) An Uplink Communication-Efficient Approach to Featurewise Distributed Sparse Optimization With Differential Privacy

Author(s): Jian Lou; Yiu-ming Cheung

Pages: 4529 - 4543

20) Optimal Impulsive Control Using Adaptive Dynamic Programming and its Application in Spacecraft Rendezvous

Author(s): Ali Heydari

Pages: 4544 - 4552

21) Robot Motor Skill Transfer With Alternate Learning in Two Spaces

Author(s): Jian Fu; Xiang Teng; Ce Cao; Zhaojie Ju; Ping Lou

Pages: 4553 - 4564

22) Disturbance-Aware Neuro-Optimal System Control Using Generative Adversarial Control Networks

Author(s): Kai-Fung Chu; Albert Y. S. Lam; Chenchen Fan; Victor O. K. Li

Pages: 4565 - 4576

23) Robust Formation Control for Cooperative Underactuated Quadrotors via Reinforcement Learning

Author(s): Wanbing Zhao; Hao Liu; Frank L. Lewis

Pages: 4577 - 4587

24) Self-Organizing Nebulous Growths for Robust and Incremental Data Visualization

Author(s): Damith A. Senanayake; Wei Wang; Shalin H. Naik; Saman Halgamuge

Pages: 4588 - 4602

25) Modeling and Control of Hybrid 3-D Gaits of Snake-Like Robots

Author(s): Zhengcai Cao; Dong Zhang; MengChu Zhou

Pages: 4603 - 4612

26) Nonergodic Complexity of Proximal Inertial Gradient Descents

Author(s): Tao Sun; Linbo Qiao; Dongsheng Li

Pages: 4613 - 4626

27) A Minibatch Proximal Stochastic Recursive Gradient Algorithm Using a Trust-Region-Like Scheme and Barzilai–Borwein Stepsizes

Author(s): Tengteng Yu; Xin-Wei Liu; Yu-Hong Dai; Jie Sun

Pages: 4627 - 4638

28) Learning Automata-Based Multiagent Reinforcement Learning for Optimization of Cooperative Tasks

Author(s): Zhen Zhang; Dongqing Wang; Junwei Gao

Pages: 4639 - 4652

29) Bearing-Based Adaptive Neural Formation Scaling Control for Autonomous Surface Vehicles With Uncertainties and Input Saturation

Author(s): Yu Lu; Changyun Wen; Tielong Shen; Weidong Zhang

Pages: 4653 - 4664

30) Explainable Uncertainty-Aware Convolutional Recurrent Neural Network for Irregular Medical Time Series

Author(s): Qingxiong Tan; Mang Ye; Andy Jinhua Ma; Baoyao Yang; Terry Cheuk-Fung Yip; Grace Lai-Hung Wong; Pong C. Yuen

Pages: 4665 - 4679

31) Model-Driven Architecture of Extreme Learning Machine to Extract Power Flow Features

Author(s): Qian Gao; Zhifang Yang; Juan Yu; Wei Dai; Xingyu Lei; Bo Tang; Kaigui Xie; Wenyuan Li

Pages: 4680 - 4690

32) Feature Interaction for Streaming Feature Selection

Author(s): Peng Zhou; Peipei Li; Shu Zhao; Xindong Wu

Pages: 4691 - 4702

33) Neural-Network-Based Adaptive DSC Design for Switched Fractional-Order Nonlinear Systems

Author(s): Shuai Sui; C. L. Philip Chen; Shaocheng Tong

Pages: 4703 - 4712

34) Spatiotemporal Behind-the-Meter Load and PV Power Forecasting via Deep Graph Dictionary Learning

Author(s): Mahdi Khodayar; Guangyi Liu; Jianhui Wang; Okyay Kaynak; Mohammad E. Khodayar

Pages: 4713 - 4727

35) Synaptic Weight Evolution and Charge Trapping Mechanisms in a Synaptic Pass-Transistor Operation With a Direct Potential Output

Author(s): Yeonsu Kang; Jiung Jang; Danyoung Cha; Sungsik Lee

Pages: 4728 - 4741

36) Class-Variant Margin Normalized Softmax Loss for Deep Face Recognition

Author(s): Wanping Zhang; Yongru Chen; Wenming Yang; Guijin Wang; Jing-Hao Xue; Qingmin Liao

Pages: 4742 - 4747

37) Gated Value Network for Multilabel Classification

Author(s): Yimin Hou; Sen Wan; Feng Bao; Zhiquan Ren; Yunfeng Dong; Qionghai Dai; Yue Deng

Pages: 4748 - 4754

38) Adaptive Propagation Graph Convolutional Network

Author(s): Indro Spinelli; Simone Scardapane; Aurelio Uncini

Pages: 4755 - 4760

39) Event-Driven Synchronization of Switched Complex Networks: A Reachable-Set-Based Design

Author(s): Hong Sang; Jun Zhao

Pages: 4761 - 4768