---
title: "Neural Networks 2023 — all accepted papers, page 2"
description: "All 643 papers of Neural Networks 2023 · page 2 of 7, the most cited first; those with our summary link to it."
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# Neural Networks 2023: all accepted papers

643 papers · page 2 of 7 · the most cited first · [← Neural Networks 2023](https://md.research.elamur.ai/free/en/venues/neural-networks/2023/)

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101. **[A novel semi-supervised meta learning method for subject-transfer brain–computer interface ↗](https://doi.org/10.1016/j.neunet.2023.03.039)**Jingcong Li, Fei Wang, Haiyun Huang et al.*40 citations*
102. **[Adaptive event-triggered extended dissipative synchronization of delayed reaction–diffusion neural networks under deception attacks ↗](https://doi.org/10.1016/j.neunet.2023.07.024)**Feng-Liang Zhao, Zipeng Wang, Junfei Qiao et al.*40 citations*
103. **[Efficient and accurate compound scaling for convolutional neural networks ↗](https://doi.org/10.1016/j.neunet.2023.08.053)**Cheng-Min Lin, Pengfei Yang, Quan Wang et al.*40 citations*
104. **[Position-based anchor optimization for point supervised dense nuclei detection ↗](https://doi.org/10.1016/j.neunet.2023.12.006)**Jieru Yao, Longfei Han, Guangyu Guo et al.*40 citations*
105. **[A versatile Wavelet-Enhanced CNN-Transformer for improved fluorescence microscopy image restoration ↗](https://doi.org/10.1016/j.neunet.2023.11.039)**Qinghua Wang, Ziwei Li, Shuqi Zhang et al.*38 citations*
106. **[Epicasting: An Ensemble Wavelet Neural Network for forecasting epidemics ↗](https://doi.org/10.1016/j.neunet.2023.05.049)**Madhurima Panja, Tanujit Chakraborty, Uttam Kumar et al.*38 citations*
107. **[Multi-granularity knowledge distillation and prototype consistency regularization for class-incremental learning ↗](https://doi.org/10.1016/j.neunet.2023.05.006)**Yanyan Shi, Dianxi Shi, Dianxi Shi et al.*38 citations*
108. **[Robust data hiding for JPEG images with invertible neural network ↗](https://doi.org/10.1016/j.neunet.2023.03.037)**Fei Shang, Yuhang Lan, Jianhua Yang et al.*38 citations*
109. **[SP-GNN: Learning structure and position information from graphs ↗](https://doi.org/10.1016/j.neunet.2023.01.051)**Yangrui Chen, Jiaxuan You, Jun Yi Derek He et al.*38 citations*
110. **[Enhancing Enterprise Credit Risk Assessment with Cascaded Multi-level Graph Representation Learning ↗](https://doi.org/10.1016/j.neunet.2023.10.050)**Lingyun Song, Haodong Li, Yacong Tan et al.*37 citations*
111. **[MI-DAGSC: A domain adaptation approach incorporating comprehensive information from MI-EEG signals ↗](https://doi.org/10.1016/j.neunet.2023.08.008)**Dongxue Zhang, Huiying Li, Jingmeng Xie et al.*37 citations*
112. **[Memristor-based spiking neural network with online reinforcement learning ↗](https://doi.org/10.1016/j.neunet.2023.07.031)**Danila Vlasov, Anton A Minnekhanov, Рыбка Роман Борисович et al.*37 citations*
113. **[A filter-augmented auto-encoder with learnable normalization for robust multivariate time series anomaly detection ↗](https://doi.org/10.1016/j.neunet.2023.11.047)**Jiahao Yu, Xin Gao, Baofeng Li et al.*36 citations*
114. **[CEGAT: A CNN and enhanced-GAT based on key sample selection strategy for hyperspectral image classification ↗](https://doi.org/10.1016/j.neunet.2023.08.059)**Cuiping Shi, Haiyang Wu, Liguo Wang*36 citations*
115. **[Generalized robust loss functions for machine learning ↗](https://doi.org/10.1016/j.neunet.2023.12.013)**Saiji Fu, Xiaoxiao Wang, Jingjing Tang et al.*36 citations*
116. **[RAFNet: Restricted attention fusion network for sleep apnea detection ↗](https://doi.org/10.1016/j.neunet.2023.03.019)**Ying Chen, Huijun Yue, Ruifeng Zou et al.*36 citations*
117. **[Approximating Nash equilibrium for anti-UAV jamming Markov game using a novel event-triggered multi-agent reinforcement learning ↗](https://doi.org/10.1016/j.neunet.2022.12.022)**Zikai Feng, Mengxing Huang, Yuanyuan Wu et al.*35 citations*
118. **[Coexistence and local stability of multiple equilibrium points for fractional-order state-dependent switched competitive neural networks with time-varying delays ↗](https://doi.org/10.1016/j.neunet.2022.12.013)**Zhongwen Wu, Xiaobing Nie, Boqiang Cao*35 citations*
119. **[Document-level Relation Extraction with Relation Correlations ↗](https://doi.org/10.1016/j.neunet.2023.11.062)**Ridong Han, Tao Peng, Benyou Wang et al.*35 citations*
120. **[Preassigned-time synchronization for complex-valued memristive neural networks with reaction–diffusion terms and Markov parameters ↗](https://doi.org/10.1016/j.neunet.2023.11.011)**Hongliang Liu, Jun Sheng Cheng, Jinde Cao et al.*35 citations*
121. **[An exact mapping from ReLU networks to spiking neural networks ↗](https://doi.org/10.1016/j.neunet.2023.09.011)**Ana Stanojevic, Stanisław Woźniak, Guillaume Bellec et al.*34 citations*
122. **[Energy controls wave propagation in a neural network with spatial stimuli ↗](https://doi.org/10.1016/j.neunet.2023.11.042)**Yitong Guo, Mi Lv, Chunni Wang et al.*34 citations*
123. **[Explainable hybrid word representations for sentiment analysis of financial news ↗](https://doi.org/10.1016/j.neunet.2023.04.011)**Surabhi Adhikari, Surendrabikram Thapa, Usman Naseem et al.*34 citations*
124. **[Fixed-time synchronization of delayed memristive neural networks with impulsive effects via novel fixed-time stability theorem ↗](https://doi.org/10.1016/j.neunet.2023.03.036)**Dongshu Wang, Luke Li*34 citations*
125. **[Interpretable local flow attention for multi-step traffic flow prediction ↗](https://doi.org/10.1016/j.neunet.2023.01.023)**Xu Huang, Bowen Zhang, Shanshan Feng et al.*34 citations*
126. **[Prospective classification of Alzheimer’s disease conversion from mild cognitive impairment ↗](https://doi.org/10.1016/j.neunet.2023.04.018)**Sunghong Park, Chang Hyung Hong, Donggi Augustine Lee et al.*34 citations*
127. **[Restoration and enhancement on low exposure raw images by joint demosaicing and denoising ↗](https://doi.org/10.1016/j.neunet.2023.03.018)**Jiaqi Ma, Guoli Wang, Lefei Zhang et al.*34 citations*
128. **[Sampled-data exponential consensus of multi-agent systems with Lipschitz nonlinearities ↗](https://doi.org/10.1016/j.neunet.2023.09.003)**Wenqing Zhao, Guoliang Chen, Xiangpeng Xie et al.*34 citations*
129. **[Combining external-latent attention for medical image segmentation ↗](https://doi.org/10.1016/j.neunet.2023.10.046)**Enmin Song, Bangcheng Zhan, Hong Liu*33 citations*
130. **[Large-Scale Cross-Modal Hashing with Unified Learning and Multi-Object Regional Correlation Reasoning ↗](https://doi.org/10.1016/j.neunet.2023.12.018)**Bo Li, Bo Li, Zhixin Li*33 citations*
131. **[Multi-Adaptive Optimization for multi-task learning with deep neural networks ↗](https://doi.org/10.1016/j.neunet.2023.11.038)**Álvaro S. Hervella, José Rouco, Jorge Novo et al.*33 citations*
132. **[One-shot Federated Learning without server-side training ↗](https://doi.org/10.1016/j.neunet.2023.04.035)**Shangchao Su, Bin Li, Xiangyang Xue*33 citations*
133. **[Adaptive pinning cluster synchronization of a stochastic reaction–diffusion complex network ↗](https://doi.org/10.1016/j.neunet.2023.07.034)**Binglong Lu, Haijun Jiang, Cheng Hu et al.*32 citations*
134. **[BrainGridNet: A two-branch depthwise CNN for decoding EEG-based multi-class motor imagery ↗](https://doi.org/10.1016/j.neunet.2023.11.037)**Xingfu Wang, Yu Wang, Wenxia Qi et al.*32 citations*
135. **[Distributed time-varying optimization control protocol for multi-agent systems via finite-time consensus approach ↗](https://doi.org/10.1016/j.neunet.2023.11.067)**Haojin Li, Xiaofeng Yue, Sitian Qin*32 citations*
136. **[Quasi-projective and complete synchronization of discrete-time fractional-order delayed neural networks ↗](https://doi.org/10.1016/j.neunet.2023.05.005)**Xiaoli Zhang, Hongli Li, Yongguang Yu et al.*32 citations*
137. **[Saturation function-based continuous control on fixed-time synchronization of competitive neural networks ↗](https://doi.org/10.1016/j.neunet.2023.10.008)**Caicai Zheng, Cheng Hu, Juan Yu et al.*32 citations*
138. **[Are transformer-based models more robust than CNN-based models? ↗](https://doi.org/10.1016/j.neunet.2023.12.045)**Zhendong Liu, Shuwei Qian, Changhong Xia et al.*31 citations*
139. **[Domain-adaptive message passing graph neural network ↗](https://doi.org/10.1016/j.neunet.2023.04.038)**Xiao Xia Shen, Shirui Pan, Kup‐Sze Choi et al.*31 citations*
140. **[Exploring personalization via federated representation Learning on non-IID data ↗](https://doi.org/10.1016/j.neunet.2023.04.007)**Changxing Jing, Yan Huang, Yihong Zhuang et al.*31 citations*
141. **[Global synchronization of complex-valued neural networks with unbounded time-varying delays ↗](https://doi.org/10.1016/j.neunet.2023.02.041)**Yin Sheng, Haoyu Gong, Zhigang Zeng*31 citations*
142. **[Predefined-time synchronization of coupled neural networks with switching parameters and disturbed by Brownian motion ↗](https://doi.org/10.1016/j.neunet.2022.12.024)**Xianghui Zhou, Jinde Cao, Xin Wang*31 citations*
143. **[Preserving specificity in federated graph learning for fMRI-based neurological disorder identification ↗](https://doi.org/10.1016/j.neunet.2023.11.004)**Junhao Zhang, Qianqian Wang, Xiaochuan Wang et al.*31 citations*
144. **[Successes and critical failures of neural networks in capturing human-like speech recognition ↗](https://doi.org/10.1016/j.neunet.2023.02.032)**Federico Adolfi, Jeffrey S. Bowers, David Poeppel*31 citations*
145. **[Towards performance-maximizing neural network pruning via global channel attention ↗](https://doi.org/10.1016/j.neunet.2023.11.065)**Yingchun Wang, Song Guo, Jingcai Guo et al.*31 citations*
146. **[A novel time series prediction method based on pooling compressed sensing echo state network and its application in stock market ↗](https://doi.org/10.1016/j.neunet.2023.04.031)**Zijian Wang, Hui Ying Zhao, Mingwen Zheng et al.*30 citations*
147. **[Beyond low-pass filtering on large-scale graphs via Adaptive Filtering Graph Neural Networks ↗](https://doi.org/10.1016/j.neunet.2023.09.042)**Qi Zhang, Jinghua Li, Yanfeng Sun et al.*30 citations*
148. **[COM: Contrastive Masked-attention model for incomplete multimodal learning ↗](https://doi.org/10.1016/j.neunet.2023.03.003)**Shuwei Qian, Chongjun Wang*30 citations*
149. **[Forward propagation dropout in deep neural networks using Jensen–Shannon and random forest feature importance ranking ↗](https://doi.org/10.1016/j.neunet.2023.05.044)**Mohsen Heidari, Mohammad Hossein Moattar, Hamid Reza Ghaffari*30 citations*
150. **[Generalized image outpainting with U-transformer ↗](https://doi.org/10.1016/j.neunet.2023.02.021)**Penglei Gao, Xi Yang, Rui Zhang et al.*30 citations*
151. **[Glimpse and focus: Global and local-scale graph convolution network for skeleton-based action recognition ↗](https://doi.org/10.1016/j.neunet.2023.07.051)**Xuehao Gao, Shaoyi Du, Yang Yang*30 citations*
152. **[Learning defense transformations for counterattacking adversarial examples ↗](https://doi.org/10.1016/j.neunet.2023.03.008)**Jincheng Li, Shuhai Zhang, Jiezhang Cao et al.*30 citations*
153. **[Neurodynamic optimization approaches with finite/fixed-time convergence for absolute value equations ↗](https://doi.org/10.1016/j.neunet.2023.06.041)**Xingxing Ju, Xinsong Yang, Gang Feng et al.*30 citations*
154. **[STMMOT: Advancing multi-object tracking through spatiotemporal memory networks and multi-scale attention pyramids ↗](https://doi.org/10.1016/j.neunet.2023.09.047)**Hamza Mukhtar, Muhammad Usman Ghani Khan*30 citations*
155. **[Asynchronous dissipative stabilization for stochastic Markov-switching neural networks with completely- and incompletely-known transition rates ↗](https://doi.org/10.1016/j.neunet.2023.01.039)**Weipeng Tai, Xinling Li, Jianping Zhou et al.*29 citations*
156. **[CCGN: Centralized collaborative graphical transformer multi-agent reinforcement learning for multi-intersection signal free-corridor ↗](https://doi.org/10.1016/j.neunet.2023.07.027)**Hamza Mukhtar, A. Afzal, Sultan Alahmari et al.*29 citations*
157. **[CompNet: Complementary network for single-channel speech enhancement ↗](https://doi.org/10.1016/j.neunet.2023.09.041)**Cunhang Fan, Hongmei Zhang, Andong Li et al.*29 citations*
158. **[Cross-modal guiding and reweighting network for multi-modal RSVP-based target detection ↗](https://doi.org/10.1016/j.neunet.2023.01.009)**Jiayu Mao, Shuang Qiu, Wei Wei et al.*29 citations*
159. **[Feature relocation network for fine-grained image classification ↗](https://doi.org/10.1016/j.neunet.2023.01.050)**Peng Zhao, Yi Li, Baowei Tang et al.*29 citations*
160. **[High speed human action recognition using a photonic reservoir computer ↗](https://doi.org/10.1016/j.neunet.2023.06.014)**Enrico Picco, Piotr Antonik, Serge Massar*29 citations*
161. **[Learning dynamic spatial-temporal regularized correlation filter tracking with response deviation suppression via multi-feature fusion ↗](https://doi.org/10.1016/j.neunet.2023.08.019)**Sathishkumar Moorthy, Young Hoon Joo*29 citations*
162. **[Local structure-aware graph contrastive representation learning ↗](https://doi.org/10.1016/j.neunet.2023.12.037)**Kai Yang, Yuan Liu, Zijuan Zhao et al.*29 citations*
163. **[Revisiting multi-view learning: A perspective of implicitly heterogeneous Graph Convolutional Network ↗](https://doi.org/10.1016/j.neunet.2023.10.052)**Ying Zou, Zihan Fang, Zhihao Wu et al.*29 citations*
164. **[Robust exponential stability of discrete-time uncertain impulsive stochastic neural networks with delayed impulses ↗](https://doi.org/10.1016/j.neunet.2023.01.016)**Ting Cai, Pei Cheng, Fengqi Yao et al.*29 citations*
165. **[Sampled-data controller scheme for multi-agent systems and its Application to circuit network ↗](https://doi.org/10.1016/j.neunet.2023.11.059)**A. Stephen, R. Karthikeyan, C. Sowmiya et al.*29 citations*
166. **[VLAD: Task-agnostic VAE-based lifelong anomaly detection ↗](https://doi.org/10.1016/j.neunet.2023.05.032)**Kamil Faber, Roberto Corizzo, Bartłomiej Śnieżyński et al.*29 citations*
167. **[Contextually enhanced ES-dRNN with dynamic attention for short-term load forecasting ↗](https://doi.org/10.1016/j.neunet.2023.11.017)**Slawek Smyl, Grzegorz Dudek, Paweł Pełka*28 citations*
168. **[Event-based fixed-time synchronization of neural networks under DoS attack and its applications ↗](https://doi.org/10.1016/j.neunet.2023.07.046)**Mengping Xing, Jianquan Lu, Jungang Lou et al.*28 citations*
169. **[Fixed-time periodic stabilization of discontinuous reaction–diffusion Cohen–Grossberg neural networks ↗](https://doi.org/10.1016/j.neunet.2023.07.017)**Fanchao Kong, Quanxin Zhu, Hamid Reza Karimi*28 citations*
170. **[Fixed-time synchronization of complex-valued neural networks for image protection and 3D point cloud information protection ↗](https://doi.org/10.1016/j.neunet.2023.12.043)**Wenqiang Yang, Junjian Huang, Xing He et al.*28 citations*
171. **[Observer-based state estimation for discrete-time semi-Markovian jump neural networks with round-robin protocol against cyber attacks ↗](https://doi.org/10.1016/j.neunet.2023.05.046)**Ramalingam Sakthivel, Ramalingam Sakthivel, Oh‐Min Kwon et al.*28 citations*
172. **[A general framework for robust stability analysis of neural networks with discrete time delays ↗](https://doi.org/10.1016/j.neunet.2023.02.040)**Melike Solak, Özlem Faydasiçok, Sabri Arik*27 citations*
173. **[A multi-view co-training network for semi-supervised medical image-based prognostic prediction ↗](https://doi.org/10.1016/j.neunet.2023.04.030)**Hailin Li, Siwen Wang, Siwen Wang et al.*27 citations*
174. **[A spectral graph convolution for signed directed graphs via magnetic Laplacian ↗](https://doi.org/10.1016/j.neunet.2023.05.009)**Taewook Ko, Yoonhyuk Choi, Chong-kwon Kim*27 citations*
175. **[Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection ↗](https://doi.org/10.1016/j.neunet.2023.02.002)**Dehui Zhu, Bo Du, Meiqi Hu et al.*27 citations*
176. **[Differential evolution based dual adversarial camouflage: Fooling human eyes and object detectors ↗](https://doi.org/10.1016/j.neunet.2023.03.041)**Jialiang Sun, Wen Yao, Tingsong Jiang et al.*27 citations*
177. **[Few-shot human–object interaction video recognition with transformers ↗](https://doi.org/10.1016/j.neunet.2023.01.019)**Qiyue Li, Xuemei Xie, Zhang Jin et al.*27 citations*
178. **[Fixed-time and prescribed-time synchronization of quaternion-valued neural networks: A control strategy involving Lyapunov functions ↗](https://doi.org/10.1016/j.neunet.2022.12.014)**Tao Peng, Yanqiu Wu, Zhengwen Tu et al.*27 citations*
179. **[Lightweight image super-resolution based multi-order gated aggregation network ↗](https://doi.org/10.1016/j.neunet.2023.07.002)**Garas Gendy, Nabil Sabor, Guanghui He*27 citations*
180. **[Resilient fixed-time stabilization of switched neural networks subjected to impulsive deception attacks ↗](https://doi.org/10.1016/j.neunet.2023.04.003)**Yuangui Bao, Yijun Zhang, Baoyong Zhang*27 citations*
181. **[Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition ↗](https://doi.org/10.1016/j.neunet.2023.07.008)**Man Yao, Hengyu Zhang, Guangshe Zhao et al.*27 citations*
182. **[Uncovering a stability signature of brain dynamics associated with meditation experience using massive time-series feature extraction ↗](https://doi.org/10.1016/j.neunet.2023.12.007)**Neil Wayne Bailey, Ben Fulcher, Bridget Caldwell et al.*27 citations*
183. **[A deep learning model for the detection of various dementia and MCI pathologies based on resting-state electroencephalography data: A retrospective multicentre study ↗](https://doi.org/10.1016/j.neunet.2023.12.009)**Yusuke Watanabe, Yuki Miyazaki, Masahiro Hata et al.*26 citations*
184. **[Adaptive class augmented prototype network for few-shot relation extraction ↗](https://doi.org/10.1016/j.neunet.2023.10.025)**Rongzhen Li, Jiang Zhong, Wenyue Hu et al.*26 citations*
185. **[Approximation of smooth functionals using deep ReLU networks ↗](https://doi.org/10.1016/j.neunet.2023.07.012)**Linhao Song, Ying Liu, Jun Fan et al.*26 citations*
186. **[Boosting adversarial robustness via self-paced adversarial training ↗](https://doi.org/10.1016/j.neunet.2023.08.063)**Lirong He, Qingzhong Ai, Xincheng Yang et al.*26 citations*
187. **[Distributed deep reinforcement learning based on bi-objective framework for multi-robot formation ↗](https://doi.org/10.1016/j.neunet.2023.11.063)**Jinming Li, Qingshan Liu, Guoyi Chi*26 citations*
188. **[Dynamic decomposition graph convolutional neural network for SSVEP-based brain–computer interface ↗](https://doi.org/10.1016/j.neunet.2023.12.029)**Shubin Zhang, Dong Un An, Jincun Liu et al.*26 citations*
189. **[Generative negative replay for continual learning ↗](https://doi.org/10.1016/j.neunet.2023.03.006)**Gabriele Graffieti, Davide Maltoni, Lorenzo Pellegrini et al.*26 citations*
190. **[LCM-Captioner: A lightweight text-based image captioning method with collaborative mechanism between vision and text ↗](https://doi.org/10.1016/j.neunet.2023.03.010)**Qi Wang, Qi Wang, Hongyu Deng et al.*26 citations*
191. **[Two-timescale recurrent neural networks for distributed minimax optimization ↗](https://doi.org/10.1016/j.neunet.2023.06.003)**Zicong Xia, Yang Liu, Jiasen Wang et al.*26 citations*
192. **[Visual-quality-driven unsupervised image dehazing ↗](https://doi.org/10.1016/j.neunet.2023.08.010)**Aiping Yang, Yumeng Liu, Jinbin Wang et al.*26 citations*
193. **[Adaptive dynamic programming-based hierarchical decision-making of non-affine systems ↗](https://doi.org/10.1016/j.neunet.2023.07.044)**Danyu Y. Lin, Shan Xue, Derong Liu et al.*25 citations*
194. **[Almost periodic quasi-projective synchronization of delayed fractional-order quaternion-valued neural networks ↗](https://doi.org/10.1016/j.neunet.2023.10.017)**Xiaofang Meng, Zhouhong Li, Jinde Cao*25 citations*
195. **[An effective knowledge graph entity alignment model based on multiple information ↗](https://doi.org/10.1016/j.neunet.2023.02.029)**Beibei Zhu, Tie Bao, Ridong Han et al.*25 citations*
196. **[Domain adaptive object detection with model-agnostic knowledge transferring ↗](https://doi.org/10.1016/j.neunet.2023.01.028)**Kun Tian, Chenghao Zhang, Ying Wang et al.*25 citations*
197. **[Filter pruning for convolutional neural networks in semantic image segmentation ↗](https://doi.org/10.1016/j.neunet.2023.11.010)**Clara I. López-González, Esther Gascó, Fredy Barrientos-Espillco et al.*25 citations*
198. **[Hierarchical attention-guided multiscale aggregation network for infrared small target detection ↗](https://doi.org/10.1016/j.neunet.2023.12.036)**Shunshun Zhong, Haibo Zhou, Zhongxu Zheng et al.*25 citations*
199. **[Knowledge-Preserving continual person re-identification using Graph Attention Network ↗](https://doi.org/10.1016/j.neunet.2023.01.033)**Zhaoshuo Liu, Chaolu Feng, Shuaizheng Chen et al.*25 citations*
200. **[Spatial–temporal recurrent reinforcement learning for autonomous ships ↗](https://doi.org/10.1016/j.neunet.2023.06.015)**Martin Waltz, Ostap Okhrin*25 citations*

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