---
title: "Neural Networks 2023 — all accepted papers — the most cited first"
description: "All 643 papers of Neural Networks 2023 · page 1 of 7, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/neural-networks/2023/papers/"
---
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# Neural Networks 2023: all accepted papers

643 papers · page 1 of 7 · the most cited first · [← Neural Networks 2023](https://md.research.elamur.ai/free/en/venues/neural-networks/2023/)

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1. **[Memristor-induced hyperchaos, multiscroll and extreme multistability in fractional-order HNN: Image encryption and FPGA implementation ↗](https://doi.org/10.1016/j.neunet.2023.12.008)**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 ↗](https://doi.org/10.1016/j.neunet.2023.11.041)**Liu Can, Kaige Wang, Qing Li et al.*251 citations*
3. **[A survey on few-shot class-incremental learning ↗](https://doi.org/10.1016/j.neunet.2023.10.039)**Songsong Tian, Lusi Li, Weijun Li et al.*214 citations*
4. **[MonkeyNet: A robust deep convolutional neural network for monkeypox disease detection and classification ↗](https://doi.org/10.1016/j.neunet.2023.02.022)**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 ↗](https://doi.org/10.1016/j.neunet.2023.11.018)**Hongjie Wu, Junkai Liu, Tengsheng Jiang et al.*171 citations*
6. **[CVANet: Cascaded visual attention network for single image super-resolution ↗](https://doi.org/10.1016/j.neunet.2023.11.049)**Weidong Zhang, Wenyi Zhao, Jia Li et al.*148 citations*
7. **[Dual-domain strip attention for image restoration ↗](https://doi.org/10.1016/j.neunet.2023.12.003)**Yuning Cui, Alois Knoll*147 citations*
8. **[Multiclass skin lesion localization and classification using deep learning based features fusion and selection framework for smart healthcare ↗](https://doi.org/10.1016/j.neunet.2023.01.022)**Sarmad Maqsood, Robertas Damaševičius*142 citations*
9. **[Deep learning-accelerated computational framework based on Physics Informed Neural Network for the solution of linear elasticity ↗](https://doi.org/10.1016/j.neunet.2023.03.014)**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 ↗](https://doi.org/10.1016/j.neunet.2023.01.014)**Martin Mundt, Yongwon Hong, Iuliia Pliushch et al.*132 citations*
11. **[A transformer-based deep neural network model for SSVEP classification ↗](https://doi.org/10.1016/j.neunet.2023.04.045)**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 ↗](https://doi.org/10.1016/j.neunet.2023.05.052)**Yanbu Guo, Dongming Zhou, Xiaoli Ruan et al.*115 citations*
13. **[A survey on neural-symbolic learning systems ↗](https://doi.org/10.1016/j.neunet.2023.06.028)**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 ↗](https://doi.org/10.1016/j.neunet.2023.03.017)**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 ↗](https://doi.org/10.1016/j.neunet.2023.04.024)**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 ↗](https://doi.org/10.1016/j.neunet.2023.03.004)**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 ↗](https://doi.org/10.1016/j.neunet.2023.08.044)**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 ↗](https://doi.org/10.1016/j.neunet.2023.11.006)**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 ↗](https://doi.org/10.1016/j.neunet.2023.06.005)**Dongxue Zhang, Huiying Li, Jingmeng Xie*90 citations*
20. **[Boundary uncertainty aware network for automated polyp segmentation ↗](https://doi.org/10.1016/j.neunet.2023.11.050)**Guanghui Yue, Guibin Zhuo, Weiqing Yan et al.*87 citations*
21. **[SuperstarGAN: Generative adversarial networks for image-to-image translation in large-scale domains ↗](https://doi.org/10.1016/j.neunet.2023.02.042)**Kanghyeok Ko, Taesun Yeom, Minhyeok Lee*87 citations*
22. **[Event-triggered fault-tolerant control for input-constrained nonlinear systems with mismatched disturbances via adaptive dynamic programming ↗](https://doi.org/10.1016/j.neunet.2023.05.001)**Heng Zhao, Huanqing Wang, Ben Niu et al.*86 citations*
23. **[Hierarchical attention network with progressive feature fusion for facial expression recognition ↗](https://doi.org/10.1016/j.neunet.2023.11.033)**Huanjie Tao, Qianyue Duan*84 citations*
24. **[GT-LSTM: A spatio-temporal ensemble network for traffic flow prediction ↗](https://doi.org/10.1016/j.neunet.2023.12.016)**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 ↗](https://doi.org/10.1016/j.neunet.2023.02.010)**José de Jesús Rubio*80 citations*
26. **[Enhancement, integration, expansion: Activating representation of detailed features for occluded person re-identification ↗](https://doi.org/10.1016/j.neunet.2023.11.003)**Enhao Ning, Yangfan Wang, Yangfan Wang et al.*79 citations*
27. **[Reproduced neuron-like excitability and bursting synchronization of memristive Josephson junctions loaded inductor ↗](https://doi.org/10.1016/j.neunet.2023.11.012)**Fuqiang Wu, Hao Meng, Jun Ma*76 citations*
28. **[An adaptive reinforcement learning-based multimodal data fusion framework for human–robot confrontation gaming ↗](https://doi.org/10.1016/j.neunet.2023.04.043)**Wen Qi, Haoyu Fan, Hamid Reza Karimi et al.*74 citations*
29. **[Continual Object Detection: A review of definitions, strategies, and challenges ↗](https://doi.org/10.1016/j.neunet.2023.01.041)**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 ↗](https://doi.org/10.1016/j.neunet.2023.02.025)**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 ↗](https://doi.org/10.1016/j.neunet.2023.11.022)**Minghao Hui, Xiaoyang Liu, Song Zhu et al.*74 citations*
32. **[LFighter: Defending against the label-flipping attack in federated learning ↗](https://doi.org/10.1016/j.neunet.2023.11.019)**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 ↗](https://doi.org/10.1016/j.neunet.2023.06.019)**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 ↗](https://doi.org/10.1016/j.neunet.2023.02.016)**Baicheng Pan, Chuandong Li, Hangjun Che*72 citations*
35. **[Few-shot Molecular Property Prediction via Hierarchically Structured Learning on Relation Graphs ↗](https://doi.org/10.1016/j.neunet.2023.03.034)**Wei Ju, Zequn Liu, Yifang Qin et al.*70 citations*
36. **[Attention guided learnable time-domain filterbanks for speech depression detection ↗](https://doi.org/10.1016/j.neunet.2023.05.041)**Wenju Yang, Jiankang Liu, Peng Cao et al.*68 citations*
37. **[STTRE: A Spatio-Temporal Transformer with Relative Embeddings for multivariate time series forecasting ↗](https://doi.org/10.1016/j.neunet.2023.09.039)**Azad Deihim, Eduardo Alonso, Dimitra Apostolopoulou*66 citations*
38. **[CrimeNet: Neural Structured Learning using Vision Transformer for violence detection ↗](https://doi.org/10.1016/j.neunet.2023.01.048)**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 ↗](https://doi.org/10.1016/j.neunet.2023.05.037)**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 ↗](https://doi.org/10.1016/j.neunet.2023.05.019)**Chuan Yi Tang, Kun Sun, Chang Tang et al.*64 citations*
41. **[Balanced influence maximization in social networks based on deep reinforcement learning ↗](https://doi.org/10.1016/j.neunet.2023.10.030)**Shuxin Yang, Quanming Du, Guixiang Zhu et al.*63 citations*
42. **[ProxyMix: Proxy-based Mixup training with label refinery for source-free domain adaptation ↗](https://doi.org/10.1016/j.neunet.2023.08.005)**Yuhe Ding, Lijun Sheng, Jian Liang et al.*63 citations*
43. **[Enhanced robust spatial feature selection and correlation filter learning for UAV tracking ↗](https://doi.org/10.1016/j.neunet.2023.01.003)**Jiajun Wen, Honglin Chu, Zhihui Lai et al.*62 citations*
44. **[Long short-term memory with activation on gradient ↗](https://doi.org/10.1016/j.neunet.2023.04.026)**Chuan Qin, Liangming Chen, Zangtai Cai et al.*62 citations*
45. **[Dynamic-group-aware networks for multi-agent trajectory prediction with relational reasoning ↗](https://doi.org/10.1016/j.neunet.2023.11.005)**Chenxin Xu, Yuxi Wei, Bohan Tang et al.*60 citations*
46. **[Quantum recurrent neural networks for sequential learning ↗](https://doi.org/10.1016/j.neunet.2023.07.003)**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 ↗](https://doi.org/10.1016/j.neunet.2023.01.030)**Pengyu Song, Chunhui Zhao, Biao Huang*59 citations*
48. **[Metaheuristics optimization-based ensemble of deep neural networks for Mpox disease detection ↗](https://doi.org/10.1016/j.neunet.2023.08.035)**Sohaib Asif, Ming Zhao, Fengxiao Tang et al.*59 citations*
49. **[Partial label learning: Taxonomy, analysis and outlook ↗](https://doi.org/10.1016/j.neunet.2023.02.019)**Yingjie Tian, Xiaotong Yu, Saiji Fu*58 citations*
50. **[DF-UDetector: An effective method towards robust deepfake detection via feature restoration ↗](https://doi.org/10.1016/j.neunet.2023.01.001)**Jianpeng Ke, Lina Wang*57 citations*
51. **[Robust underwater image enhancement with cascaded multi-level sub-networks and triple attention mechanism ↗](https://doi.org/10.1016/j.neunet.2023.11.008)**Dehuan Zhang, Dehuan Zhang, Chenyu Wu et al.*57 citations*
52. **[Unsupervised feature selection based on variance–covariance subspace distance ↗](https://doi.org/10.1016/j.neunet.2023.06.018)**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 ↗](https://doi.org/10.1016/j.neunet.2023.10.040)**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 ↗](https://doi.org/10.1016/j.neunet.2023.09.019)**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 ↗](https://doi.org/10.1016/j.neunet.2023.12.031)**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 ↗](https://doi.org/10.1016/j.neunet.2023.11.029)**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 ↗](https://doi.org/10.1016/j.neunet.2023.03.016)**Na Zhang, Jianwei Xia, Ju H. Park et al.*55 citations*
58. **[MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks ↗](https://doi.org/10.1016/j.neunet.2023.11.030)**Xinyu Fu, Irwin King*55 citations*
59. **[Prediction of fluid flow in porous media by sparse observations and physics-informed PointNet ↗](https://doi.org/10.1016/j.neunet.2023.08.006)**Ali Kashefi, Tapan Mukerji*55 citations*
60. **[A multi-modal deep neural network for multi-class liver cancer diagnosis ↗](https://doi.org/10.1016/j.neunet.2023.06.013)**Rayyan Azam Khan, Minghan Fu, Brent Burbridge et al.*54 citations*
61. **[Online dynamic ensemble deep random vector functional link neural network for forecasting ↗](https://doi.org/10.1016/j.neunet.2023.06.042)**Ruobin Gao, Ruilin Li, Minghui Hu et al.*54 citations*
62. **[SCADA securing system using deep learning to prevent cyber infiltration ↗](https://doi.org/10.1016/j.neunet.2023.05.047)**Sayawu Yakubu Diaba, Theophilus Anafo, Lord Anertei Tetteh et al.*54 citations*
63. **[TCGAN: Convolutional Generative Adversarial Network for time series classification and clustering ↗](https://doi.org/10.1016/j.neunet.2023.06.033)**Fanling Huang, Yangdong Steve Deng*54 citations*
64. **[Multi-UAV autonomous collision avoidance based on PPO-GIC algorithm with CNN–LSTM fusion network ↗](https://doi.org/10.1016/j.neunet.2023.02.027)**Chengqing Liang, Lei Liu, Chen Liu*53 citations*
65. **[RegraphGAN: A graph generative adversarial network model for dynamic network anomaly detection ↗](https://doi.org/10.1016/j.neunet.2023.07.026)**Dezhi Guo, Zhaowei Liu, Ranran Li*53 citations*
66. **[An octonion-based nonlinear echo state network for speech emotion recognition in Metaverse ↗](https://doi.org/10.1016/j.neunet.2023.03.026)**Fatemeh Daneshfar, Mohammad Behdad Jamshidi*52 citations*
67. **[Balance guided incomplete multi-view spectral clustering ↗](https://doi.org/10.1016/j.neunet.2023.07.022)**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 ↗](https://doi.org/10.1016/j.neunet.2023.11.024)**Naoko Koide‐Majima, Shinji Nishimoto, Kei Majima*51 citations*
69. **[CT-Net: Asymmetric compound branch Transformer for medical image segmentation ↗](https://doi.org/10.1016/j.neunet.2023.11.034)**Ning Zhang, Long Yu, Dezhi Zhang et al.*50 citations*
70. **[Deep Kernel Principal Component Analysis for multi-level feature learning ↗](https://doi.org/10.1016/j.neunet.2023.11.045)**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 ↗](https://doi.org/10.1016/j.neunet.2023.08.015)**Fei Wei, Guici Chen, Zhigang Zeng et al.*50 citations*
72. **[Traffic forecasting with graph spatial–temporal position recurrent network ↗](https://doi.org/10.1016/j.neunet.2023.03.009)**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 ↗](https://doi.org/10.1016/j.neunet.2023.05.039)**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 ↗](https://doi.org/10.1016/j.neunet.2023.03.040)**Meysam Hashemi, Anirudh Nihalani Vattikonda, Jayant Jha et al.*49 citations*
75. **[CLAD: A realistic Continual Learning benchmark for Autonomous Driving ↗](https://doi.org/10.1016/j.neunet.2023.02.001)**Eli Verwimp, Kuo Yang, Sarah Parisot et al.*49 citations*
76. **[Data augmentation with norm-AE and selective pseudo-labelling for unsupervised domain adaptation ↗](https://doi.org/10.1016/j.neunet.2023.02.006)**Qian Wang, Fanlin Meng, Toby P. Breckon*49 citations*
77. **[A super-resolution network for medical imaging via transformation analysis of wavelet multi-resolution ↗](https://doi.org/10.1016/j.neunet.2023.07.005)**Yue Yu, Kun She, Jinhua Liu et al.*48 citations*
78. **[Joint learning of feature and topology for multi-view graph convolutional network ↗](https://doi.org/10.1016/j.neunet.2023.09.006)**Yuhong Chen, Zhihao Wu, Zhaoliang Chen et al.*48 citations*
79. **[Robust fall detection in video surveillance based on weakly supervised learning ↗](https://doi.org/10.1016/j.neunet.2023.03.042)**Lian Wu, Chao Huang, Shuping Zhao et al.*48 citations*
80. **[Enhanced tensor low-rank representation learning for multi-view clustering ↗](https://doi.org/10.1016/j.neunet.2023.01.037)**Deyan Xie, Quanxue Gao, Ming Yang*47 citations*
81. **[Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation ↗](https://doi.org/10.1016/j.neunet.2023.02.009)**JoonHo Lee, Gyemin Lee, Gyemin Lee*47 citations*
82. **[Graph contrastive learning with implicit augmentations ↗](https://doi.org/10.1016/j.neunet.2023.04.001)**Huidong Liang, Xingjian Du, Bilei Zhu et al.*47 citations*
83. **[Memory-efficient Transformer-based network model for Traveling Salesman Problem ↗](https://doi.org/10.1016/j.neunet.2023.02.014)**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 ↗](https://doi.org/10.1016/j.neunet.2023.03.031)**Jinrong Yang, Guici Chen, Song Zhu et al.*46 citations*
85. **[Multi-scale feature selection network for lightweight image super-resolution ↗](https://doi.org/10.1016/j.neunet.2023.10.043)**Minghong Li, Yuqian Zhao, Fan Zhang et al.*46 citations*
86. **[Retinal vessel segmentation via a Multi-resolution Contextual Network and adversarial learning ↗](https://doi.org/10.1016/j.neunet.2023.05.029)**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 ↗](https://doi.org/10.1016/j.neunet.2023.06.044)**Li Shen, Yuning Wei, Yangzhu Wang*45 citations*
88. **[Trainable Spiking-YOLO for low-latency and high-performance object detection ↗](https://doi.org/10.1016/j.neunet.2023.106092)**Mengwen Yuan, Chengjun Zhang, Ziming Wang et al.*45 citations*
89. **[EQNAS: Evolutionary Quantum Neural Architecture Search for Image Classification ↗](https://doi.org/10.1016/j.neunet.2023.09.040)**Yangyang Li, Ruijiao Liu, Xiaobin Hao et al.*44 citations*
90. **[Reservoir computing models based on spiking neural P systems for time series classification ↗](https://doi.org/10.1016/j.neunet.2023.10.041)**Hong Jian Peng, Xin Xiong, Min Wu et al.*44 citations*
91. **[Stereoscopic scalable quantum convolutional neural networks ↗](https://doi.org/10.1016/j.neunet.2023.06.027)**Hankyul Baek, Won Joon Yun, Soohyun Park et al.*44 citations*
92. **[Training multi-source domain adaptation network by mutual information estimation and minimization ↗](https://doi.org/10.1016/j.neunet.2023.12.022)**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 ↗](https://doi.org/10.1016/j.neunet.2023.10.044)**Hao Sun, Li Shen, Qihuang Zhong et al.*43 citations*
94. **[An Adversarial Time–Frequency Reconstruction Network for Unsupervised Anomaly Detection ↗](https://doi.org/10.1016/j.neunet.2023.09.018)**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 ↗](https://doi.org/10.1016/j.neunet.2023.08.041)**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 ↗](https://doi.org/10.1016/j.neunet.2023.01.043)**Han Zhang, Luyi Bai*43 citations*
97. **[ProductGraphSleepNet: Sleep staging using product spatio-temporal graph learning with attentive temporal aggregation ↗](https://doi.org/10.1016/j.neunet.2023.05.016)**Aref Einizade, Samaneh Nasiri, Sepideh Hajipour Sardouie et al.*42 citations*
98. **[Synchronization of coupled switched neural networks subject to hybrid stochastic disturbances ↗](https://doi.org/10.1016/j.neunet.2023.07.045)**Han Long, Jingxuan Ci, Zhenyuan Guo et al.*42 citations*
99. **[A deep connectome learning network using graph convolution for connectome-disease association study ↗](https://doi.org/10.1016/j.neunet.2023.04.025)**Yanwu Yang, Chenfei Ye, Ting Ma*41 citations*
100. **[Adaptive fixed-time output synchronization for complex dynamical networks with multi-weights ↗](https://doi.org/10.1016/j.neunet.2023.03.032)**Yuting Cao, Linhao Zhao, Qishui Zhong et al.*41 citations*

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