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Neural Networks 2023: all accepted papers

643 papers · page 2 of 7 · the most cited first · ← Neural Networks 2023

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  1. A novel semi-supervised meta learning method for subject-transfer brain–computer interface ↗Jingcong Li, Fei Wang, Haiyun Huang et al.40 citations
  2. Adaptive event-triggered extended dissipative synchronization of delayed reaction–diffusion neural networks under deception attacks ↗Feng-Liang Zhao, Zipeng Wang, Junfei Qiao et al.40 citations
  3. Efficient and accurate compound scaling for convolutional neural networks ↗Cheng-Min Lin, Pengfei Yang, Quan Wang et al.40 citations
  4. Position-based anchor optimization for point supervised dense nuclei detection ↗Jieru Yao, Longfei Han, Guangyu Guo et al.40 citations
  5. A versatile Wavelet-Enhanced CNN-Transformer for improved fluorescence microscopy image restoration ↗Qinghua Wang, Ziwei Li, Shuqi Zhang et al.38 citations
  6. Epicasting: An Ensemble Wavelet Neural Network for forecasting epidemics ↗Madhurima Panja, Tanujit Chakraborty, Uttam Kumar et al.38 citations
  7. Multi-granularity knowledge distillation and prototype consistency regularization for class-incremental learning ↗Yanyan Shi, Dianxi Shi, Dianxi Shi et al.38 citations
  8. Robust data hiding for JPEG images with invertible neural network ↗Fei Shang, Yuhang Lan, Jianhua Yang et al.38 citations
  9. SP-GNN: Learning structure and position information from graphs ↗Yangrui Chen, Jiaxuan You, Jun Yi Derek He et al.38 citations
  10. Enhancing Enterprise Credit Risk Assessment with Cascaded Multi-level Graph Representation Learning ↗Lingyun Song, Haodong Li, Yacong Tan et al.37 citations
  11. MI-DAGSC: A domain adaptation approach incorporating comprehensive information from MI-EEG signals ↗Dongxue Zhang, Huiying Li, Jingmeng Xie et al.37 citations
  12. Memristor-based spiking neural network with online reinforcement learning ↗Danila Vlasov, Anton A Minnekhanov, Рыбка Роман Борисович et al.37 citations
  13. A filter-augmented auto-encoder with learnable normalization for robust multivariate time series anomaly detection ↗Jiahao Yu, Xin Gao, Baofeng Li et al.36 citations
  14. CEGAT: A CNN and enhanced-GAT based on key sample selection strategy for hyperspectral image classification ↗Cuiping Shi, Haiyang Wu, Liguo Wang36 citations
  15. Generalized robust loss functions for machine learning ↗Saiji Fu, Xiaoxiao Wang, Jingjing Tang et al.36 citations
  16. RAFNet: Restricted attention fusion network for sleep apnea detection ↗Ying Chen, Huijun Yue, Ruifeng Zou et al.36 citations
  17. Approximating Nash equilibrium for anti-UAV jamming Markov game using a novel event-triggered multi-agent reinforcement learning ↗Zikai Feng, Mengxing Huang, Yuanyuan Wu et al.35 citations
  18. Coexistence and local stability of multiple equilibrium points for fractional-order state-dependent switched competitive neural networks with time-varying delays ↗Zhongwen Wu, Xiaobing Nie, Boqiang Cao35 citations
  19. Document-level Relation Extraction with Relation Correlations ↗Ridong Han, Tao Peng, Benyou Wang et al.35 citations
  20. Preassigned-time synchronization for complex-valued memristive neural networks with reaction–diffusion terms and Markov parameters ↗Hongliang Liu, Jun Sheng Cheng, Jinde Cao et al.35 citations
  21. An exact mapping from ReLU networks to spiking neural networks ↗Ana Stanojevic, Stanisław Woźniak, Guillaume Bellec et al.34 citations
  22. Energy controls wave propagation in a neural network with spatial stimuli ↗Yitong Guo, Mi Lv, Chunni Wang et al.34 citations
  23. Explainable hybrid word representations for sentiment analysis of financial news ↗Surabhi Adhikari, Surendrabikram Thapa, Usman Naseem et al.34 citations
  24. Fixed-time synchronization of delayed memristive neural networks with impulsive effects via novel fixed-time stability theorem ↗Dongshu Wang, Luke Li34 citations
  25. Interpretable local flow attention for multi-step traffic flow prediction ↗Xu Huang, Bowen Zhang, Shanshan Feng et al.34 citations
  26. Prospective classification of Alzheimer’s disease conversion from mild cognitive impairment ↗Sunghong Park, Chang Hyung Hong, Donggi Augustine Lee et al.34 citations
  27. Restoration and enhancement on low exposure raw images by joint demosaicing and denoising ↗Jiaqi Ma, Guoli Wang, Lefei Zhang et al.34 citations
  28. Sampled-data exponential consensus of multi-agent systems with Lipschitz nonlinearities ↗Wenqing Zhao, Guoliang Chen, Xiangpeng Xie et al.34 citations
  29. Combining external-latent attention for medical image segmentation ↗Enmin Song, Bangcheng Zhan, Hong Liu33 citations
  30. Large-Scale Cross-Modal Hashing with Unified Learning and Multi-Object Regional Correlation Reasoning ↗Bo Li, Bo Li, Zhixin Li33 citations
  31. Multi-Adaptive Optimization for multi-task learning with deep neural networks ↗Álvaro S. Hervella, José Rouco, Jorge Novo et al.33 citations
  32. One-shot Federated Learning without server-side training ↗Shangchao Su, Bin Li, Xiangyang Xue33 citations
  33. Adaptive pinning cluster synchronization of a stochastic reaction–diffusion complex network ↗Binglong Lu, Haijun Jiang, Cheng Hu et al.32 citations
  34. BrainGridNet: A two-branch depthwise CNN for decoding EEG-based multi-class motor imagery ↗Xingfu Wang, Yu Wang, Wenxia Qi et al.32 citations
  35. Distributed time-varying optimization control protocol for multi-agent systems via finite-time consensus approach ↗Haojin Li, Xiaofeng Yue, Sitian Qin32 citations
  36. Quasi-projective and complete synchronization of discrete-time fractional-order delayed neural networks ↗Xiaoli Zhang, Hongli Li, Yongguang Yu et al.32 citations
  37. Saturation function-based continuous control on fixed-time synchronization of competitive neural networks ↗Caicai Zheng, Cheng Hu, Juan Yu et al.32 citations
  38. Are transformer-based models more robust than CNN-based models? ↗Zhendong Liu, Shuwei Qian, Changhong Xia et al.31 citations
  39. Domain-adaptive message passing graph neural network ↗Xiao Xia Shen, Shirui Pan, Kup‐Sze Choi et al.31 citations
  40. Exploring personalization via federated representation Learning on non-IID data ↗Changxing Jing, Yan Huang, Yihong Zhuang et al.31 citations
  41. Global synchronization of complex-valued neural networks with unbounded time-varying delays ↗Yin Sheng, Haoyu Gong, Zhigang Zeng31 citations
  42. Predefined-time synchronization of coupled neural networks with switching parameters and disturbed by Brownian motion ↗Xianghui Zhou, Jinde Cao, Xin Wang31 citations
  43. Preserving specificity in federated graph learning for fMRI-based neurological disorder identification ↗Junhao Zhang, Qianqian Wang, Xiaochuan Wang et al.31 citations
  44. Successes and critical failures of neural networks in capturing human-like speech recognition ↗Federico Adolfi, Jeffrey S. Bowers, David Poeppel31 citations
  45. Towards performance-maximizing neural network pruning via global channel attention ↗Yingchun Wang, Song Guo, Jingcai Guo et al.31 citations
  46. A novel time series prediction method based on pooling compressed sensing echo state network and its application in stock market ↗Zijian Wang, Hui Ying Zhao, Mingwen Zheng et al.30 citations
  47. Beyond low-pass filtering on large-scale graphs via Adaptive Filtering Graph Neural Networks ↗Qi Zhang, Jinghua Li, Yanfeng Sun et al.30 citations
  48. COM: Contrastive Masked-attention model for incomplete multimodal learning ↗Shuwei Qian, Chongjun Wang30 citations
  49. Forward propagation dropout in deep neural networks using Jensen–Shannon and random forest feature importance ranking ↗Mohsen Heidari, Mohammad Hossein Moattar, Hamid Reza Ghaffari30 citations
  50. Generalized image outpainting with U-transformer ↗Penglei Gao, Xi Yang, Rui Zhang et al.30 citations
  51. Glimpse and focus: Global and local-scale graph convolution network for skeleton-based action recognition ↗Xuehao Gao, Shaoyi Du, Yang Yang30 citations
  52. Learning defense transformations for counterattacking adversarial examples ↗Jincheng Li, Shuhai Zhang, Jiezhang Cao et al.30 citations
  53. Neurodynamic optimization approaches with finite/fixed-time convergence for absolute value equations ↗Xingxing Ju, Xinsong Yang, Gang Feng et al.30 citations
  54. STMMOT: Advancing multi-object tracking through spatiotemporal memory networks and multi-scale attention pyramids ↗Hamza Mukhtar, Muhammad Usman Ghani Khan30 citations
  55. Asynchronous dissipative stabilization for stochastic Markov-switching neural networks with completely- and incompletely-known transition rates ↗Weipeng Tai, Xinling Li, Jianping Zhou et al.29 citations
  56. CCGN: Centralized collaborative graphical transformer multi-agent reinforcement learning for multi-intersection signal free-corridor ↗Hamza Mukhtar, A. Afzal, Sultan Alahmari et al.29 citations
  57. CompNet: Complementary network for single-channel speech enhancement ↗Cunhang Fan, Hongmei Zhang, Andong Li et al.29 citations
  58. Cross-modal guiding and reweighting network for multi-modal RSVP-based target detection ↗Jiayu Mao, Shuang Qiu, Wei Wei et al.29 citations
  59. Feature relocation network for fine-grained image classification ↗Peng Zhao, Yi Li, Baowei Tang et al.29 citations
  60. High speed human action recognition using a photonic reservoir computer ↗Enrico Picco, Piotr Antonik, Serge Massar29 citations
  61. Learning dynamic spatial-temporal regularized correlation filter tracking with response deviation suppression via multi-feature fusion ↗Sathishkumar Moorthy, Young Hoon Joo29 citations
  62. Local structure-aware graph contrastive representation learning ↗Kai Yang, Yuan Liu, Zijuan Zhao et al.29 citations
  63. Revisiting multi-view learning: A perspective of implicitly heterogeneous Graph Convolutional Network ↗Ying Zou, Zihan Fang, Zhihao Wu et al.29 citations
  64. Robust exponential stability of discrete-time uncertain impulsive stochastic neural networks with delayed impulses ↗Ting Cai, Pei Cheng, Fengqi Yao et al.29 citations
  65. Sampled-data controller scheme for multi-agent systems and its Application to circuit network ↗A. Stephen, R. Karthikeyan, C. Sowmiya et al.29 citations
  66. VLAD: Task-agnostic VAE-based lifelong anomaly detection ↗Kamil Faber, Roberto Corizzo, Bartłomiej Śnieżyński et al.29 citations
  67. Contextually enhanced ES-dRNN with dynamic attention for short-term load forecasting ↗Slawek Smyl, Grzegorz Dudek, Paweł Pełka28 citations
  68. Event-based fixed-time synchronization of neural networks under DoS attack and its applications ↗Mengping Xing, Jianquan Lu, Jungang Lou et al.28 citations
  69. Fixed-time periodic stabilization of discontinuous reaction–diffusion Cohen–Grossberg neural networks ↗Fanchao Kong, Quanxin Zhu, Hamid Reza Karimi28 citations
  70. Fixed-time synchronization of complex-valued neural networks for image protection and 3D point cloud information protection ↗Wenqiang Yang, Junjian Huang, Xing He et al.28 citations
  71. Observer-based state estimation for discrete-time semi-Markovian jump neural networks with round-robin protocol against cyber attacks ↗Ramalingam Sakthivel, Ramalingam Sakthivel, Oh‐Min Kwon et al.28 citations
  72. A general framework for robust stability analysis of neural networks with discrete time delays ↗Melike Solak, Özlem Faydasiçok, Sabri Arik27 citations
  73. A multi-view co-training network for semi-supervised medical image-based prognostic prediction ↗Hailin Li, Siwen Wang, Siwen Wang et al.27 citations
  74. A spectral graph convolution for signed directed graphs via magnetic Laplacian ↗Taewook Ko, Yoonhyuk Choi, Chong-kwon Kim27 citations
  75. Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection ↗Dehui Zhu, Bo Du, Meiqi Hu et al.27 citations
  76. Differential evolution based dual adversarial camouflage: Fooling human eyes and object detectors ↗Jialiang Sun, Wen Yao, Tingsong Jiang et al.27 citations
  77. Few-shot human–object interaction video recognition with transformers ↗Qiyue Li, Xuemei Xie, Zhang Jin et al.27 citations
  78. Fixed-time and prescribed-time synchronization of quaternion-valued neural networks: A control strategy involving Lyapunov functions ↗Tao Peng, Yanqiu Wu, Zhengwen Tu et al.27 citations
  79. Lightweight image super-resolution based multi-order gated aggregation network ↗Garas Gendy, Nabil Sabor, Guanghui He27 citations
  80. Resilient fixed-time stabilization of switched neural networks subjected to impulsive deception attacks ↗Yuangui Bao, Yijun Zhang, Baoyong Zhang27 citations
  81. Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition ↗Man Yao, Hengyu Zhang, Guangshe Zhao et al.27 citations
  82. Uncovering a stability signature of brain dynamics associated with meditation experience using massive time-series feature extraction ↗Neil Wayne Bailey, Ben Fulcher, Bridget Caldwell et al.27 citations
  83. A deep learning model for the detection of various dementia and MCI pathologies based on resting-state electroencephalography data: A retrospective multicentre study ↗Yusuke Watanabe, Yuki Miyazaki, Masahiro Hata et al.26 citations
  84. Adaptive class augmented prototype network for few-shot relation extraction ↗Rongzhen Li, Jiang Zhong, Wenyue Hu et al.26 citations
  85. Approximation of smooth functionals using deep ReLU networks ↗Linhao Song, Ying Liu, Jun Fan et al.26 citations
  86. Boosting adversarial robustness via self-paced adversarial training ↗Lirong He, Qingzhong Ai, Xincheng Yang et al.26 citations
  87. Distributed deep reinforcement learning based on bi-objective framework for multi-robot formation ↗Jinming Li, Qingshan Liu, Guoyi Chi26 citations
  88. Dynamic decomposition graph convolutional neural network for SSVEP-based brain–computer interface ↗Shubin Zhang, Dong Un An, Jincun Liu et al.26 citations
  89. Generative negative replay for continual learning ↗Gabriele Graffieti, Davide Maltoni, Lorenzo Pellegrini et al.26 citations
  90. LCM-Captioner: A lightweight text-based image captioning method with collaborative mechanism between vision and text ↗Qi Wang, Qi Wang, Hongyu Deng et al.26 citations
  91. Two-timescale recurrent neural networks for distributed minimax optimization ↗Zicong Xia, Yang Liu, Jiasen Wang et al.26 citations
  92. Visual-quality-driven unsupervised image dehazing ↗Aiping Yang, Yumeng Liu, Jinbin Wang et al.26 citations
  93. Adaptive dynamic programming-based hierarchical decision-making of non-affine systems ↗Danyu Y. Lin, Shan Xue, Derong Liu et al.25 citations
  94. Almost periodic quasi-projective synchronization of delayed fractional-order quaternion-valued neural networks ↗Xiaofang Meng, Zhouhong Li, Jinde Cao25 citations
  95. An effective knowledge graph entity alignment model based on multiple information ↗Beibei Zhu, Tie Bao, Ridong Han et al.25 citations
  96. Domain adaptive object detection with model-agnostic knowledge transferring ↗Kun Tian, Chenghao Zhang, Ying Wang et al.25 citations
  97. Filter pruning for convolutional neural networks in semantic image segmentation ↗Clara I. López-González, Esther Gascó, Fredy Barrientos-Espillco et al.25 citations
  98. Hierarchical attention-guided multiscale aggregation network for infrared small target detection ↗Shunshun Zhong, Haibo Zhou, Zhongxu Zheng et al.25 citations
  99. Knowledge-Preserving continual person re-identification using Graph Attention Network ↗Zhaoshuo Liu, Chaolu Feng, Shuaizheng Chen et al.25 citations
  100. Spatial–temporal recurrent reinforcement learning for autonomous ships ↗Martin Waltz, Ostap Okhrin25 citations

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