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Neural Networks 2023: all accepted papers

643 papers · page 1 of 7 · the most cited first · ← Neural Networks 2023

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  1. Memristor-induced hyperchaos, multiscroll and extreme multistability in fractional-order HNN: Image encryption and FPGA implementation ↗Xinxin Kong, Fei Yu, Wei Yao et al.289 citations
  2. Powerful-IoU: More straightforward and faster bounding box regression loss with a nonmonotonic focusing mechanism ↗Liu Can, Kaige Wang, Qing Li et al.251 citations
  3. A survey on few-shot class-incremental learning ↗Songsong Tian, Lusi Li, Weijun Li et al.214 citations
  4. MonkeyNet: A robust deep convolutional neural network for monkeypox disease detection and classification ↗Diponkor Bala, Md. Shamim Hossain, Md. Alamgir Hossain et al.191 citations
  5. AttentionMGT-DTA: A multi-modal drug-target affinity prediction using graph transformer and attention mechanism ↗Hongjie Wu, Junkai Liu, Tengsheng Jiang et al.171 citations
  6. CVANet: Cascaded visual attention network for single image super-resolution ↗Weidong Zhang, Wenyi Zhao, Jia Li et al.148 citations
  7. Dual-domain strip attention for image restoration ↗Yuning Cui, Alois Knoll147 citations
  8. Multiclass skin lesion localization and classification using deep learning based features fusion and selection framework for smart healthcare ↗Sarmad Maqsood, Robertas Damaševičius142 citations
  9. Deep learning-accelerated computational framework based on Physics Informed Neural Network for the solution of linear elasticity ↗Arunabha Mohan Roy, Rikhi Bose, Veera Sundararaghavan et al.141 citations
  10. A wholistic view of continual learning with deep neural networks: Forgotten lessons and the bridge to active and open world learning ↗Martin Mundt, Yongwon Hong, Iuliia Pliushch et al.132 citations
  11. A transformer-based deep neural network model for SSVEP classification ↗Jianbo Chen, Yangsong Zhang, Yudong Pan et al.131 citations
  12. Variational gated autoencoder-based feature extraction model for inferring disease-miRNA associations based on multiview features ↗Yanbu Guo, Dongming Zhou, Xiaoli Ruan et al.115 citations
  13. A survey on neural-symbolic learning systems ↗Dongran Yu, Bo Xiong Yang, Dayou Liu et al.112 citations
  14. Multi-level Feature Interaction and Efficient Non-Local Information Enhanced Channel Attention for image dehazing ↗Hang Sun, Bohui Li, Zhiping Dan et al.107 citations
  15. Event-triggered control for robust exponential synchronization of inertial memristive neural networks under parameter disturbance ↗Wei Yao, Chunhua Wang, Yichuang Sun et al.103 citations
  16. HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN ↗Md Shofiqul Islam, Khondokar Fida Hasan, Sunjida Sultana et al.103 citations
  17. Adaptive optimal control of affine nonlinear systems via identifier–critic neural network approximation with relaxed PE conditions ↗Rui Luo, Zhinan Peng, Jiangping Hu et al.98 citations
  18. A survey on cancer detection via convolutional neural networks: Current challenges and future directions ↗Pallabi Sharma, Deepak Ranjan Nayak, Bunil Kumar Balabantaray et al.94 citations
  19. MI-CAT: A transformer-based domain adaptation network for motor imagery classification ↗Dongxue Zhang, Huiying Li, Jingmeng Xie90 citations
  20. Boundary uncertainty aware network for automated polyp segmentation ↗Guanghui Yue, Guibin Zhuo, Weiqing Yan et al.87 citations
  21. SuperstarGAN: Generative adversarial networks for image-to-image translation in large-scale domains ↗Kanghyeok Ko, Taesun Yeom, Minhyeok Lee87 citations
  22. Event-triggered fault-tolerant control for input-constrained nonlinear systems with mismatched disturbances via adaptive dynamic programming ↗Heng Zhao, Huanqing Wang, Ben Niu et al.86 citations
  23. Hierarchical attention network with progressive feature fusion for facial expression recognition ↗Huanjie Tao, Qianyue Duan84 citations
  24. GT-LSTM: A spatio-temporal ensemble network for traffic flow prediction ↗Yong Jian Luo, Jianying Zheng, Xiang Wang et al.83 citations
  25. Bat algorithm based control to decrease the control energy consumption and modified bat algorithm based control to increase the trajectory tracking accuracy in robots ↗José de Jesús Rubio80 citations
  26. Enhancement, integration, expansion: Activating representation of detailed features for occluded person re-identification ↗Enhao Ning, Yangfan Wang, Yangfan Wang et al.79 citations
  27. Reproduced neuron-like excitability and bursting synchronization of memristive Josephson junctions loaded inductor ↗Fuqiang Wu, Hao Meng, Jun Ma76 citations
  28. An adaptive reinforcement learning-based multimodal data fusion framework for human–robot confrontation gaming ↗Wen Qi, Haoyu Fan, Hamid Reza Karimi et al.74 citations
  29. Continual Object Detection: A review of definitions, strategies, and challenges ↗Angelo Garangau Menezes, Gustavo de Moura, Cézanne Alves et al.74 citations
  30. Deep learning-based open set multi-source domain adaptation with complementary transferability metric for mechanical fault diagnosis ↗Jinghui Tian, Dongying Han, Hamid Reza Karimi et al.74 citations
  31. Event-triggered impulsive cluster synchronization of coupled reaction–diffusion neural networks and its application to image encryption ↗Minghao Hui, Xiaoyang Liu, Song Zhu et al.74 citations
  32. LFighter: Defending against the label-flipping attack in federated learning ↗Najeeb Jebreel, Josep Domingo‐Ferrer, David Sánchez et al.74 citations
  33. An unsupervised STDP-based spiking neural network inspired by biologically plausible learning rules and connections ↗Yiting Dong, Dongcheng Zhao, Yang Li et al.73 citations
  34. Nonconvex low-rank tensor approximation with graph and consistent regularizations for multi-view subspace learning ↗Baicheng Pan, Chuandong Li, Hangjun Che72 citations
  35. Few-shot Molecular Property Prediction via Hierarchically Structured Learning on Relation Graphs ↗Wei Ju, Zequn Liu, Yifang Qin et al.70 citations
  36. Attention guided learnable time-domain filterbanks for speech depression detection ↗Wenju Yang, Jiankang Liu, Peng Cao et al.68 citations
  37. STTRE: A Spatio-Temporal Transformer with Relative Embeddings for multivariate time series forecasting ↗Azad Deihim, Eduardo Alonso, Dimitra Apostolopoulou66 citations
  38. CrimeNet: Neural Structured Learning using Vision Transformer for violence detection ↗Fernando J. Rendón-Segador, Juan A. Álvarez-García, Jose L. Salazar González et al.65 citations
  39. SCL: Self-supervised contrastive learning for few-shot image classification ↗Jit Yan Lim, Jit Yan Lim, Kian Ming Lim et al.65 citations
  40. Multi-view subspace clustering via adaptive graph learning and late fusion alignment ↗Chuan Yi Tang, Kun Sun, Chang Tang et al.64 citations
  41. Balanced influence maximization in social networks based on deep reinforcement learning ↗Shuxin Yang, Quanming Du, Guixiang Zhu et al.63 citations
  42. ProxyMix: Proxy-based Mixup training with label refinery for source-free domain adaptation ↗Yuhe Ding, Lijun Sheng, Jian Liang et al.63 citations
  43. Enhanced robust spatial feature selection and correlation filter learning for UAV tracking ↗Jiajun Wen, Honglin Chu, Zhihui Lai et al.62 citations
  44. Long short-term memory with activation on gradient ↗Chuan Qin, Liangming Chen, Zangtai Cai et al.62 citations
  45. Dynamic-group-aware networks for multi-agent trajectory prediction with relational reasoning ↗Chenxin Xu, Yuxi Wei, Bohan Tang et al.60 citations
  46. Quantum recurrent neural networks for sequential learning ↗Yanan Li, Zhimin Wang, Rongbing Han et al.60 citations
  47. MPGE and RootRank: A sufficient root cause characterization and quantification framework for industrial process faults ↗Pengyu Song, Chunhui Zhao, Biao Huang59 citations
  48. Metaheuristics optimization-based ensemble of deep neural networks for Mpox disease detection ↗Sohaib Asif, Ming Zhao, Fengxiao Tang et al.59 citations
  49. Partial label learning: Taxonomy, analysis and outlook ↗Yingjie Tian, Xiaotong Yu, Saiji Fu58 citations
  50. DF-UDetector: An effective method towards robust deepfake detection via feature restoration ↗Jianpeng Ke, Lina Wang57 citations
  51. Robust underwater image enhancement with cascaded multi-level sub-networks and triple attention mechanism ↗Dehuan Zhang, Dehuan Zhang, Chenyu Wu et al.57 citations
  52. Unsupervised feature selection based on variance–covariance subspace distance ↗Saeed Karami, Farid Saberi-Movahed, Prayag Tiwari et al.57 citations
  53. A comparative study of GNN and MLP based machine learning for the diagnosis of Alzheimer’s Disease involving data synthesis ↗Ke Chen, Ying Weng, Akram A. Hosseini et al.56 citations
  54. Adaptive control-based synchronization of discrete-time fractional-order fuzzy neural networks with time-varying delays ↗Hongli Li, Jinde Cao, Cheng Hu et al.56 citations
  55. MSEDNet: Multi-scale fusion and edge-supervised network for RGB-T salient object detection ↗Daogang Peng, Weiyi Zhou, Junzhen Pan et al.56 citations
  56. Genetic high-gain controller to improve the position perturbation attenuation and compact high-gain controller to improve the velocity perturbation attenuation in inverted pendulums ↗José de Jesús Rubio, Mario Hernández, Francisco Javier Rosas et al.55 citations
  57. Improved disturbance observer-based fixed-time adaptive neural network consensus tracking for nonlinear multi-agent systems ↗Na Zhang, Jianwei Xia, Ju H. Park et al.55 citations
  58. MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks ↗Xinyu Fu, Irwin King55 citations
  59. Prediction of fluid flow in porous media by sparse observations and physics-informed PointNet ↗Ali Kashefi, Tapan Mukerji55 citations
  60. A multi-modal deep neural network for multi-class liver cancer diagnosis ↗Rayyan Azam Khan, Minghan Fu, Brent Burbridge et al.54 citations
  61. Online dynamic ensemble deep random vector functional link neural network for forecasting ↗Ruobin Gao, Ruilin Li, Minghui Hu et al.54 citations
  62. SCADA securing system using deep learning to prevent cyber infiltration ↗Sayawu Yakubu Diaba, Theophilus Anafo, Lord Anertei Tetteh et al.54 citations
  63. TCGAN: Convolutional Generative Adversarial Network for time series classification and clustering ↗Fanling Huang, Yangdong Steve Deng54 citations
  64. Multi-UAV autonomous collision avoidance based on PPO-GIC algorithm with CNN–LSTM fusion network ↗Chengqing Liang, Lei Liu, Chen Liu53 citations
  65. RegraphGAN: A graph generative adversarial network model for dynamic network anomaly detection ↗Dezhi Guo, Zhaowei Liu, Ranran Li53 citations
  66. An octonion-based nonlinear echo state network for speech emotion recognition in Metaverse ↗Fatemeh Daneshfar, Mohammad Behdad Jamshidi52 citations
  67. Balance guided incomplete multi-view spectral clustering ↗Lilei Sun, Jie Wen, Chengliang Liu et al.52 citations
  68. Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation ↗Naoko Koide‐Majima, Shinji Nishimoto, Kei Majima51 citations
  69. CT-Net: Asymmetric compound branch Transformer for medical image segmentation ↗Ning Zhang, Long Yu, Dezhi Zhang et al.50 citations
  70. Deep Kernel Principal Component Analysis for multi-level feature learning ↗Francesco Tonin, Qinghua Tao, Panagiotis Patrinos et al.50 citations
  71. Finite/fixed-time synchronization of inertial memristive neural networks by interval matrix method for secure communication ↗Fei Wei, Guici Chen, Zhigang Zeng et al.50 citations
  72. Traffic forecasting with graph spatial–temporal position recurrent network ↗Yibi Chen, Keqin Li, Keqin Li et al.50 citations
  73. 3D graph neural network with few-shot learning for predicting drug–drug interactions in scaffold-based cold start scenario ↗Qiujie Lv, Jun Zhou, Ziduo Yang et al.49 citations
  74. Amortized Bayesian inference on generative dynamical network models of epilepsy using deep neural density estimators ↗Meysam Hashemi, Anirudh Nihalani Vattikonda, Jayant Jha et al.49 citations
  75. CLAD: A realistic Continual Learning benchmark for Autonomous Driving ↗Eli Verwimp, Kuo Yang, Sarah Parisot et al.49 citations
  76. Data augmentation with norm-AE and selective pseudo-labelling for unsupervised domain adaptation ↗Qian Wang, Fanlin Meng, Toby P. Breckon49 citations
  77. A super-resolution network for medical imaging via transformation analysis of wavelet multi-resolution ↗Yue Yu, Kun She, Jinhua Liu et al.48 citations
  78. Joint learning of feature and topology for multi-view graph convolutional network ↗Yuhong Chen, Zhihao Wu, Zhaoliang Chen et al.48 citations
  79. Robust fall detection in video surveillance based on weakly supervised learning ↗Lian Wu, Chao Huang, Shuping Zhao et al.48 citations
  80. Enhanced tensor low-rank representation learning for multi-view clustering ↗Deyan Xie, Quanxue Gao, Ming Yang47 citations
  81. Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation ↗JoonHo Lee, Gyemin Lee, Gyemin Lee47 citations
  82. Graph contrastive learning with implicit augmentations ↗Huidong Liang, Xingjian Du, Bilei Zhu et al.47 citations
  83. Memory-efficient Transformer-based network model for Traveling Salesman Problem ↗Hua Yang, Minghao Zhao, Lei Yuan et al.47 citations
  84. Fixed/prescribed-time synchronization of BAM memristive neural networks with time-varying delays via convex analysis ↗Jinrong Yang, Guici Chen, Song Zhu et al.46 citations
  85. Multi-scale feature selection network for lightweight image super-resolution ↗Minghong Li, Yuqian Zhao, Fan Zhang et al.46 citations
  86. Retinal vessel segmentation via a Multi-resolution Contextual Network and adversarial learning ↗Tariq Mahmood Khan, Syed S. Naqvi, Antonio Robles‐Kelly et al.46 citations
  87. GBT: Two-stage transformer framework for non-stationary time series forecasting ↗Li Shen, Yuning Wei, Yangzhu Wang45 citations
  88. Trainable Spiking-YOLO for low-latency and high-performance object detection ↗Mengwen Yuan, Chengjun Zhang, Ziming Wang et al.45 citations
  89. EQNAS: Evolutionary Quantum Neural Architecture Search for Image Classification ↗Yangyang Li, Ruijiao Liu, Xiaobin Hao et al.44 citations
  90. Reservoir computing models based on spiking neural P systems for time series classification ↗Hong Jian Peng, Xin Xiong, Min Wu et al.44 citations
  91. Stereoscopic scalable quantum convolutional neural networks ↗Hankyul Baek, Won Joon Yun, Soohyun Park et al.44 citations
  92. Training multi-source domain adaptation network by mutual information estimation and minimization ↗Lisheng Wen, Sentao Chen, Mengying Xie et al.44 citations
  93. AdaSAM: Boosting sharpness-aware minimization with adaptive learning rate and momentum for training deep neural networks ↗Hao Sun, Li Shen, Qihuang Zhong et al.43 citations
  94. An Adversarial Time–Frequency Reconstruction Network for Unsupervised Anomaly Detection ↗Fan Jin, Zehao Wang, Huifeng Wu et al.43 citations
  95. Chaos and multi-layer attractors in asymmetric neural networks coupled with discrete fractional memristor ↗Shaobo He, D. Vignesh, Lamberto Rondoni et al.43 citations
  96. Few-shot link prediction for temporal knowledge graphs based on time-aware translation and attention mechanism ↗Han Zhang, Luyi Bai43 citations
  97. ProductGraphSleepNet: Sleep staging using product spatio-temporal graph learning with attentive temporal aggregation ↗Aref Einizade, Samaneh Nasiri, Sepideh Hajipour Sardouie et al.42 citations
  98. Synchronization of coupled switched neural networks subject to hybrid stochastic disturbances ↗Han Long, Jingxuan Ci, Zhenyuan Guo et al.42 citations
  99. A deep connectome learning network using graph convolution for connectome-disease association study ↗Yanwu Yang, Chenfei Ye, Ting Ma41 citations
  100. Adaptive fixed-time output synchronization for complex dynamical networks with multi-weights ↗Yuting Cao, Linhao Zhao, Qishui Zhong et al.41 citations

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