IEEE Transactions on Neural Networks and Learning Systems, Volume 34, Issue 2, February 2023

1) A Survey on Evolutionary Neural Architecture Search

Author(s): Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen, Kay Chen Tan

Pages: 550 - 570

2) Toward Better Structure and Constraint to Mine Negative Sequential Patterns

Author(s): Xinming Gao, Yongshun Gong, TianTian Xu, Jinhu Lü, Yuhai Zhao, Xiangjun Dong

Pages: 571 - 585

3) Nearest Neighbor-Based Strategy to Optimize Multi-View Triplet Network for Classification of Small-Sample Medical Imaging Data

Author(s): Phawis Thammasorn, Wanpracha A. Chaovalitwongse, Daniel S. Hippe, Landon S. Wootton, Eric C. Ford, Matthew B. Spraker, Stephanie E. Combs, Jan C. Peeken, Matthew J. Nyflot

Pages: 586 - 600

4) Adaptive Synchronization for Delayed Chaotic Memristor-Based Neural Networks

Author(s): Youming Xin, Zunshui Cheng

Pages: 601 - 610

5) Stochastically Controlled Compositional Gradient for Composition Problems

Author(s): Liu Liu, Ji Liu, Cho-Jui Hsieh, Dacheng Tao

Pages: 611 - 622

6) Deep Hybrid 2-D–3-D CNN Based on Dual Second-Order Attention With Camera Spectral Sensitivity Prior for Spectral Super-Resolution

Author(s): Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Weiying Xie, Lihuo He, Xinbo Gao

Pages: 623 - 634

7) Model-Free λ-Policy Iteration for Discrete-Time Linear Quadratic Regulation

Author(s): Yongliang Yang, Bahare Kiumarsi, Hamidreza Modares, Chengzhong Xu

Pages: 635 - 649

8) Solving Two-Person Zero-Sum Stochastic Games With Incomplete Information Using Learning Automata With Artificial Barriers

Author(s): Anis Yazidi, Daniel Silvestre, B. John Oommen

Pages: 650 - 661

9) Conservative Novelty Synthesizing Network for Malware Recognition in an Open-Set Scenario

Author(s): Jingcai Guo, Song Guo, Shiheng Ma, Yuxia Sun, Yuanyuan Xu

Pages: 662 - 676

10) On the Guaranteed Almost Equivalence Between Imitation Learning From Observation and Demonstration

Author(s): Zhihao Cheng, Liu Liu, Aishan Liu, Hao Sun, Meng Fang, Dacheng Tao

Pages: 677 - 689

11) Multistability of Dynamic Memristor Delayed Cellular Neural Networks With Application to Associative Memories

Author(s): Kun Deng, Song Zhu, Gang Bao, Jun Fu, Zhigang Zeng

Pages: 690 - 702

12) Full Information Control for Switched Neural Networks Subject to Fault and Disturbance

Author(s): Jiayue Sun, Huaguang Zhang, Shun Xu, Yang Liu

Pages: 703 - 714

13) Markovian RNN: An Adaptive Time Series Prediction Network With HMM-Based Switching for Nonstationary Environments

Author(s): Fatih Ilhan, Oguzhan Karaahmetoglu, Ismail Balaban, Suleyman Serdar Kozat

Pages: 715 - 728

14) Adaptive Event-Triggered Neural Network Control for Switching Nonlinear Systems With Time Delays

Author(s): Yingkang Xie, Qian Ma

Pages: 729 - 738

15) Mutual Information-Driven Subject-Invariant and Class-Relevant Deep Representation Learning in BCI

Author(s): Eunjin Jeon, Wonjun Ko, Jee Seok Yoon, Heung-Il Suk

Pages: 739 - 749

16) A Deep Convolutional Neural Network Model for Improving WRF Simulations

Author(s): Alqamah Sayeed, Yunsoo Choi, Jia Jung, Yannic Lops, Ebrahim Eslami, Ahmed Khan Salman

Pages: 750 - 760

17) Coarse-to-Fine: Progressive Knowledge Transfer-Based Multitask Convolutional Neural Network for Intelligent Large-Scale Fault Diagnosis

Author(s): Yu Wang, Ruonan Liu, Di Lin, Dongyue Chen, Ping Li, Qinghua Hu, C. L. Philip Chen

Pages: 761 - 774

18) Fixed-Time Stabilization of Discontinuous Neutral Neural Networks With Proportional Delays via New Fixed-Time Stability Lemmas

Author(s): Fanchao Kong, Quanxin Zhu

Pages: 775 - 785

19) Neural-Network-Based Set-Membership Fault Estimation for 2-D Systems Under Encoding–Decoding Mechanism

Author(s): Kaiqun Zhu, Zidong Wang, Yun Chen, Guoliang Wei

Pages: 786 - 798

20) Multilevel Graph Matching Networks for Deep Graph Similarity Learning

Author(s): Xiang Ling, Lingfei Wu, Saizhuo Wang, Tengfei Ma, Fangli Xu, Alex X. Liu, Chunming Wu, Shouling Ji

Pages: 799 - 813

21) Globally Adaptive Neural Network Tracking for Uncertain Output-Feedback Systems

Author(s): Qiufeng Wang, Zhengqiang Zhang, Xue-Jun Xie

Pages: 814 - 823

22) SpaRCe: Improved Learning of Reservoir Computing Systems Through Sparse Representations

Author(s): Luca Manneschi, Andrew C. Lin, Eleni Vasilaki

Pages: 824 - 838

23) Label Distribution Learning by Exploiting Label Distribution Manifold

Author(s): Jing Wang, Xin Geng

Pages: 839 - 852

24) LadRa-Net: Locally Aware Dynamic Reread Attention Net for Sentence Semantic Matching

Author(s): Kun Zhang, Guangyi Lv, Le Wu, Enhong Chen, Qi Liu, Meng Wang

Pages: 853 - 866

25) DisP+V: A Unified Framework for Disentangling Prototype and Variation From Single Sample per Person

Author(s): Meng Pang, Binghui Wang, Mang Ye, Yiu-ming Cheung, Yiran Chen, Bihan Wen

Pages: 867 - 881

26) An Annealing Mechanism for Adversarial Training Acceleration

Author(s): Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu

Pages: 882 - 893

27) Passivity and Finite-Time Passivity for Multi-Weighted Fractional-Order Complex Networks With Fixed and Adaptive Couplings

Author(s): Jin-Liang Wang, Xiao-Xiao Zhang, Guoguang Wen, Yiwen Chen, Huai-Ning Wu

Pages: 894 - 908

28) Stochastic Sampled-Data Exponential Synchronization of Markovian Jump Neural Networks With Time-Varying Delays

Author(s): Lan Yao, Zhen Wang, Xia Huang, Yuxia Li, Qian Ma, Hao Shen

Pages: 909 - 920

29) On the Compressive Power of Boolean Threshold Autoencoders

Author(s): Avraham A. Melkman, Sini Guo, Wai-Ki Ching, Pengyu Liu, Tatsuya Akutsu

Pages: 921 - 931

30) Dictionary Learning With Low-Rank Coding Coefficients for Tensor Completion

Author(s): Tai-Xiang Jiang, Xi-Le Zhao, Hao Zhang, Michael K. Ng

Pages: 932 - 946

31) Adaptive NN Optimal Consensus Fault-Tolerant Control for Stochastic Nonlinear Multiagent Systems

Author(s): Kewen Li, Yongming Li

Pages: 947 - 957

32) An Accelerated Maximally Split ADMM for a Class of Generalized Ridge Regression

Author(s): Xiaoping Lai, Jiuwen Cao, Zhiping Lin

Pages: 958 - 972

33) Multiview Clustering via Proximity Learning in Latent Representation Space

Author(s): Bao-Yu Liu, Ling Huang, Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu

Pages: 973 - 986

34) Compact and Stable Memristive Visual Geometry Group Neural Network

Author(s): Huanhuan Ran, Shiping Wen, Qian Li, Yuting Cao, Kaibo Shi, Tingwen Huang

Pages: 987 - 998

35) Adaptive Neural Control of Nonlinear Nonstrict Feedback Systems With Full-State Constraints: A Novel Nonlinear Mapping Method

Author(s): Jiaming Zhang, Ben Niu, Ding Wang, Huanqing Wang, Peiyong Duan, Guangdeng Zong

Pages: 999 - 1007

36) Random Hyperboxes

Author(s): Thanh Tung Khuat, Bogdan Gabrys

Pages: 1008 - 1022

37) Bilinear Graph Networks for Visual Question Answering

Author(s): Dalu Guo, Chang Xu, Dacheng Tao

Pages: 1023 - 1034

38) Model-Based Transfer Reinforcement Learning Based on Graphical Model Representations

Author(s): Yuewen Sun, Kun Zhang, Changyin Sun

Pages: 1035 - 1048

39) Leader-Following Consensus Control for Uncertain Feedforward Stochastic Nonlinear Multiagent Systems

Author(s): Kuo Li, Changchun Hua, Xiu You, Choon Ki Ahn

Pages: 1049 - 1057

40) Sample-Based Neural Approximation Approach for Probabilistic Constrained Programs

Author(s): Xun Shen, Tinghui Ouyang, Nan Yang, Jiancang Zhuang

Pages: 1058 - 1065

41) Reinforcement Learning From Hierarchical Critics

Author(s): Zehong Cao, Chin-Teng Lin

Pages: 1066 - 1073

42) Proportional–Integral State Estimator for Quaternion-Valued Neural Networks With Time-Varying Delays

Author(s): Guoqiang Tan, Zhanshan Wang, Zhan Shi

Pages: 1074 - 1079

43) Constrained Center Loss for Convolutional Neural Networks

Author(s): Zhanglei Shi, Hao Wang, Chi-Sing Leung

Pages: 1080 - 1088

44) Learning Graph Representations With Maximal Cliques

Author(s): Soheila Molaei, Nima Ghanbari Bousejin, Hadi Zare, Mahdi Jalili, Shirui Pan

Pages: 1089 - 1096