Neural Networks, Volume 166

Volume 166, September 2023

Engineering and Applications

• 
  Zicong Chen, Hui Zhang, Jianqi Liu, Qinruo Wang, Jianhui Wang:
  Adaptive prescribed settling time periodic event-triggered control for uncertain robotic manipulators with state constraints. 1-10

Mathematical and Computational Analysis

• 
  Yao Xu, Chunyu Yang, Linna Zhou, Lei Ma, Song Zhu:
  Adaptive event-triggered synchronization of neural networks under stochastic cyber-attacks with application to Chua's circuit. 11-21
• 
  Zefang Chang, Qinbing Fu, Hao Chen, Haiyang Li, Jigen Peng:
  A look into feedback neural computation upon collision selectivity. 22-37

Learning Systems

• 
  Beibei Yu, Cheng Xie, Peng Tang, Haoran Duan:
  Multi-view graph representation with similarity diffusion for general zero-shot learning. 38-50

Engineering and Applications

• 
  Ruobin Gao, Ruilin Li, Minghui Hu, Ponnuthurai N. Suganthan, Kum Fai Yuen:
  Online dynamic ensemble deep random vector functional link neural network for forecasting. 51-69

Learning Systems

• 
  Changyuan Tian, Zequn Zhang, Fanglong Yao, Zhi Guo, Shiyao Yan, Xian Sun:
  Tackling higher-order relations and heterogeneity: Dynamic heterogeneous hypergraph network for spatiotemporal activity prediction. 70-84

Mathematical and Computational Analysis

• 
  Sergey Oladyshkin, Timothy Praditia, Ilja Kröker, Farid Mohammadi, Wolfgang Nowak, Sebastian Otte:
  The deep arbitrary polynomial chaos neural network or how Deep Artificial Neural Networks could benefit from data-driven homogeneous chaos theory. 85-104

Reviews

• 
  Dongran Yu, Bo Yang, Dayou Liu, Hui Wang, Shirui Pan:
  A survey on neural-symbolic learning systems. 105-126

Engineering and Applications

• 
  Sneha Shukla, Lokendra Birla, Anup Kumar Gupta, Puneet Gupta:
  Trustworthy Medical Image Segmentation with improved performance for in-distribution samples. 127-136

Learning Systems

• 
  Yu Yun, Jing Li, Quanxue Gao, Ming Yang, Xinbo Gao:
  Low-rank discrete multi-view spectral clustering. 137-147
• 
  Yanan Li, Zhimin Wang, Rongbing Han, Shangshang Shi, Jiaxin Li, Ruimin Shang, Haiyong Zheng, Guoqiang Zhong, Yongjian Gu:
  Quantum recurrent neural networks for sequential learning. 148-161
• 
  Yue Yu, Kun She, Jinhua Liu, Xiao Cai, Kaibo Shi, Oh-Min Kwon:
  A super-resolution network for medical imaging via transformation analysis of wavelet multi-resolution. 162-173
• 
  Gehua Ma, Runhao Jiang, Lang Wang, Huajin Tang:
  Dual memory model for experience-once task-incremental lifelong learning. 174-187
• 
  Saeed Karami, Farid Saberi-Movahed, Prayag Tiwari, Pekka Marttinen, Sahar Vahdati:
  Unsupervised feature selection based on variance-covariance subspace distance. 188-203

Mathematical and Computational Analysis

• 
  Xue-Song Tang, Kuangrong Hao, Hui Wei:
  A bio-inspired positional embedding network for transformer-based models. 204-214

Engineering and Applications

• 
  Jing Nie, Jin Xie, Jiale Cao, Yanwei Pang:
  Context and detail interaction network for stereo rain streak and raindrop removal. 215-224

Learning Systems

• 
  Yan Xiang, Jiqun Zhang, Junjun Guo:
  Block-level dependency syntax based model for end-to-end aspect-based sentiment analysis. 225-235

Mathematical and Computational Analysis

• 
  Ansh Kumar Sharma, Rahul Kukreja, Mayank Kharbanda, Tanmoy Chakraborty:
  Node injection for class-specific network poisoning. 236-247

Neural Networks Letters

• 
  Fadi Dornaika, Abdullah Baradaaji:
  A unified semi-supervised model with joint estimation of graph, soft labels and latent subspace. 248-259

Engineering and Applications

• 
  Lilei Sun, Jie Wen, Chengliang Liu, Lunke Fei, Lusi Li:
  Balance guided incomplete multi-view spectral clustering. 260-272

Neuroscience

• 
  Dezhi Guo, Zhaowei Liu, Ranran Li:
  RegraphGAN: A graph generative adversarial network model for dynamic network anomaly detection. 273-285

Learning Systems

• 
  Garas Gendy, Nabil Sabor, Guanghui He:
  Lightweight image super-resolution based multi-order gated aggregation network. 286-295

Neuroscience

• 
  Parvin Zarei Eskikand, Artemio Soto-Breceda, Mark J. Cook, Anthony N. Burkitt, David B. Grayden:
  Inhibitory stabilized network behaviour in a balanced neural mass model of a cortical column. 296-312

Engineering and Applications

• 
  Lin-Chieh Huang, Hung-Hsu Tsai:
  Perceptual Contrastive Generative Adversarial Network based on image warping for unsupervised image-to-image translation. 313-325

Learning Systems

• 
  Huiru Wang, Jiayi Zhu, Siyuan Zhang:
  Safe screening rules for multi-view support vector machines. 326-343

Mathematical and Computational Analysis

• 
  Zicheng Cai, Lei Chen, Hai-Lin Liu:
  EPC-DARTS: Efficient partial channel connection for differentiable architecture search. 344-353
• 
  Fanchao Kong, Quanxin Zhu, Hamid Reza Karimi:
  Fixed-time periodic stabilization of discontinuous reaction-diffusion Cohen-Grossberg neural networks. 354-365
• 
  Feng-Liang Zhao, Zipeng Wang, Junfei Qiao, Huai-Ning Wu, Tingwen Huang:
  Adaptive event-triggered extended dissipative synchronization of delayed reaction-diffusion neural networks under deception attacks. 366-378

Learning Systems

• 
  Long Tang, Ying-Jie Tian, Xiaowei Wang, Panos M. Pardalos:
  A simple and reliable instance selection for fast training support vector machine: Valid Border Recognition. 379-395
• 
  Hamza Mukhtar, Adil Afzal, Sultan Alahmari, Saud Yonbawi:
  CCGN: Centralized collaborative graphical transformer multi-agent reinforcement learning for multi-intersection signal free-corridor. 396-409

Engineering and Applications

• 
  Man Yao, Hengyu Zhang, Guangshe Zhao, Xiyu Zhang, Dingheng Wang, Gang Cao, Guoqi Li:
  Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition. 410-423

Mathematical and Computational Analysis

• 
  Linhao Song, Ying Liu, Jun Fan, Ding-Xuan Zhou:
  Approximation of smooth functionals using deep ReLU networks. 424-436
• 
  Jiamin Liu, Wangli Xu, Yue Wang, Heng Lian:
  Value iteration for streaming data on a continuous space with gradient method in an RKHS. 437-445

Learning Systems

• 
  Kotaro Sakamoto, Hideaki Ishibashi, Rei Sato, Shinichi Shirakawa, Youhei Akimoto, Hideitsu Hino:
  ATNAS: Automatic Termination for Neural Architecture Search. 446-458

Mathematical and Computational Analysis

• 
  Han Long, Jingxuan Ci, Zhenyuan Guo, Shiping Wen, Tingwen Huang:
  Synchronization of coupled switched neural networks subject to hybrid stochastic disturbances. 459-470

Learning Systems

• 
  Hossein Moosaei, Milan Hladík:
  Sparse solution of least-squares twin multi-class support vector machine using ℓ0 and ℓp-norm for classification and feature selection. 471-486

Engineering and Applications

• 
  Ziqi Ren, Jie Li, Xuetong Xue, Xin Li, Fan Yang, Zhicheng Jiao, Xinbo Gao:
  Reconstructing controllable faces from brain activity with hierarchical multiview representations. 487-500

Learning Systems

• 
  Xichuan Zhou, Dongshan Lei, Chunqiao Long, Jing Nie, Haijun Liu:
  InfraNet: Accurate forehead temperature measurement framework for people in the wild with monocular thermal infrared camera. 501-511
• 
  Danila Vlasov, Anton A. Minnekhanov, Roman B. Rybka, Yury Davydov, Alexander G. Sboev, Alexey V. Serenko, Alexander Ilyasov, Vyacheslav A. Demin:
  Memristor-based spiking neural network with online reinforcement learning. 512-523

Mathematical and Computational Analysis

• 
  Binglong Lu, Haijun Jiang, Cheng Hu, Abdujelil Abdurahman, Mei Liu:
  Adaptive pinning cluster synchronization of a stochastic reaction-diffusion complex network. 524-540

Engineering and Applications

• 
  C. Treesatayapun:
  Discrete-time robust event-triggered actuator fault-tolerant control based on adaptive networks and reinforcement learning. 541-554

Learning Systems

• 
  Meng Wei, Yong Zhou, Zhongnian Li, Xinzheng Xu:
  Class-imbalanced complementary-label learning via weighted loss. 555-565

Engineering and Applications

• 
  Fengyuan Hao, Xiaodong Li, Chengshi Zheng:
  End-to-end neural speaker diarization with an iterative adaptive attractor estimation. 566-578

Mathematical and Computational Analysis

• 
  Ingeborg de Pater, Mihaela Mitici:
  A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers. 579-594
• 
  Mengxin Wang, Shihui Zhu, Sitian Qin:
  An adaptive neurodynamic approach for solving nonsmooth N-cluster games. 595-608

Engineering and Applications

• 
  Lu Zou, Zhangjin Huang, Naijie Gu, Guoping Wang:
  MSSPA-GC: Multi-Scale Shape Prior Adaptation with 3D Graph Convolutions for Category-Level Object Pose Estimation. 609-621

Mathematical and Computational Analysis

• 
  Mengping Xing, Jianquan Lu, Jungang Lou, Lingzhong Zhang:
  Event-based fixed-time synchronization of neural networks under DoS attack and its applications. 622-633

Engineering and Applications

• 
  Bruno Paroli, Gianluca Martini, M. A. C. Potenza, M. Siano, Matteo Mirigliano, Paolo Milani:
  Solving classification tasks by a receptron based on nonlinear optical speckle fields. 634-644

Learning Systems

• 
  Gaspard Lambrechts, Florent De Geeter, Nicolas Vecoven, Damien Ernst, Guillaume Drion:
  Warming up recurrent neural networks to maximise reachable multistability greatly improves learning. 645-669
• 
  Ya Zhang, Kexin Shi, Xiaoling Luo, Yi Chen, Yucheng Wang, Hong Qu:
  A biologically inspired auto-associative network with sparse temporal population coding. 670-682
• 
  Yan Luo, Yangcheng Gao, Zhao Zhang, Jicong Fan, Haijun Zhang, Mingliang Xu:
  Long-range zero-shot generative deep network quantization. 683-691

Neuroscience

• 
  Xiaolong Zou, Zilong Ji, Tianqiu Zhang, Tiejun Huang, Si Wu:
  Visual information processing through the interplay between fine and coarse signal pathways. 692-703

Learning Systems

• 
  Philipp Ernst, Soumick Chatterjee, Georg Rose, Oliver Speck, Andreas Nürnberger:
  Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction. 704-721
• 
  Myeongkyun Kang, Dong Kyu Won, Miguel Luna, Philip Chikontwe, Kyung Soo Hong, June Hong Ahn, Sanghyun Park:
  Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation. 722-737