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ORCIDNeural Networks, Volume 195
Volume 195, 2026
- Huijie Guo, Dazhao Du, Hongwei Dong, Shouyou Huang, Changwen Zheng
, Lingyu Si:
UVENet: A novel end-to-end model for temporal consistency in underwater video enhancement. 108170 - Tommaso Salvatori, Ankur Mali, Christopher L. Buckley, Thomas Lukasiewicz, Rajesh P. N. Rao, Karl J. Friston, Alexander Ororbia:
A survey on neuro-mimetic deep learning via predictive coding. 108161 - Feifan Gao, Chuyao Luo, Guangbo Deng, Xutao Li, Baoquan Zhang, Demin Yu, Yunming Ye:
LMcast: A pretrained language model guided long-term memory transformer for precipitation nowcasting. 108168 - Piotr Migus:
Newton-Puiseux analysis for interpretability and calibration of complex-valued neural networks. 108172 - Yijie Lu, Zhiyi Pan, Renrui Zhang, Yanhao Jia, Kaiwei Che, Zhaokun Zhou:
Spatially-enhanced Spiking neural network for efficient point cloud analysis. 108190 - Olesia Dogonasheva, Anne-Lise Giraud, Denis G. Zakharov, Boris Gutkin:
Neuro-oscillatory models of cortical speech processing. 108194 - Xiaomei Gong, Yi Zhang, Yanli Liu:
Visual tracking with unified relation modeling and masked appearance learning. 108197 - Haoran Zhu, Xu Lu, Liang Zhang, Li Liu, Huaxiang Zhang:
Explicit semantic guided bi-incomplete multi-modal hashing with label co-occurrence and label graph constraints. 108198 - Dan Zhang, Hongmin Deng, Hailin Wang, Zhekai Du, Guisong Liu, Jingjing Li, Mao Ye:
FAST: Foreground-aware active self-training for domain adaptive object detection. 108201 - Toshitaka Matsuki, Yusuke Sakemi, Kazuyuki Aihara:
Chaos-based reinforcement learning with TD3. 108202 - Yinan Wu, Qianyi Dong, Jingping Liu, Tong Ruan:
VLExpan: A visual-enhanced LLM framework with inductive and deductive policies for entity set expansion. 108203 - Zhao Yao, Kehui Sun, Huihai Wang:
Spatiotemporal patterns in FitzHugh-Nagumo network and its application in image encryption. 108204 - Yantong Chen, Zhi Gao, Jingyu Yan, Yifan Liu:
Remote sensing object detection through hierarchical feature mining and multivariate head collaboration with knowledge distillation. 108205 - Haojie Liu, Zhiyong Li, Jianyang Gu, Mingyu Wang, Q. M. Jonathan Wu, Wei Jiang:
Stochastic style perturbation modelling for visible-Infrared person re-Identification with severely modality imbalance. 108206 - Aryan Bhambu, Selvaraju Natarajan, Ponnuthurai Nagaratnam Suganthan:
Randomized deep Hopfield network with multiple output layers for volatility time series forecasting. 108207 - Xianglin Zuo, Baohang Wei, Hao Yuan, Ying Wang:
Graph causal representation learning for out-of-distribution generalization. 108208 - Le Yang, Yi Zhang, Yanyang Xu, Yang Zhang, Zhigang Zeng:
A full-function memristive associative memory neural network circuit based on multi-frequency SRDP rule. 108209 - Jinxin Shao, Haosu Zhang, Jianming Miao:
LAMSNN: Learnable adaptive modulation for artifact suppression in spiking underwater image enhancement networks. 108210 - Hang Gao, Zuosong Cai, Tao Liang, Cheng Liu, Ying Li, You Zhou, Wei Du:
Cross-view discrepancy-driven dynamic weighting for missing view completion in incomplete multi-view clustering. 108211 - Renda Han, Xinyuan Li, Guangzhen Yao, Mengfei Li, Wenxin Zhang, Ronghao Fu, Zeyu Zhang, Junlong Wu:
Federated graph-level clustering network with adaptive knowledge compensation. 108212 - Haijun Xiong, Bin Feng, Bang Wang, Xinggang Wang, Wenyu Liu:
Fourier-based adaptive counterfactual intervention for object re-identification. 108213 - Abdeljalil Zoubir, Badr Missaoui:
GeoScatt-GNN: A geometric scattering transform-based graph neural network model for Ames mutagenicity prediction. 108214 - Kangyuan Zhou, Bing Zheng:
A fixed- time neurodynamic approach for fused lasso problems. 108215 - Yazhou Du, Weiwu Ren, Wenjuan Li, Minyue Wang, Wanxiang Wang, Hewen Zhang, Mingqi Xia:
GA-ConvE: An APT attack prediction method based on combination of graph attention network and 2D convolution. 108216 - Jia Liu, Shuai Ding, Yongze Li, Bin Wang, Lina Wei, Dapeng Chen:
Uncertainty-constrained fusion of single-view and multi-view depth estimation for AR virtual-real occlusion. 108219 - Yinan Wu, Yanli Ren, Zheng Guo, Mu Huang:
Privacy-preserving personalized federated prompt learning for vision-language models. 108220 - Jingyuan Shao, Huabao Chen, Qiankun Li, Xiang Huang, Jiong Shu, Lingling Liu, Shaobin Dou, Hongzhi Wang:
Multi-stage dual-domain progressive network with synergistic training for sparse-view CT reconstruction. 108221 - Soh Takahashi, Masaru Sasaki, Ken Takeda, Masafumi Oizumi:
Investigating fine- and coarse-grained structural correspondences between deep neural networks and human object image similarity judgments using unsupervised alignment. 108222 - Chengye Zhang, Ci Chen, Frank L. Lewis, Kan Xie, Shengli Xie:
Prescribed-rate target tracking for time-delayed systems using output measurements. 108223 - Qing Tian, Junjie Pan, Yun Yang, Weihua Ou:
Dual-focus memory contrastive learning for active domain adaptation. 108224 - Jianing Chen, Shuangyu Liu, Yuhan Xue, Sitian Qin:
Disturbed Euler-Lagrange-based neurodynamic approach for nonsmooth noncooperative game with communication delay. 108225 - Qinwen Yang, Liyuan Wang, Joerg Wicker, Gillian Dobbie:
Continual learning: A systematic literature review. 108226 - Ben Wan, Tianyi Zheng, Yuxiao Wang, Jia Wang:
Gradient flow-based iterative pruning for efficient and high-quality lightweight diffusion models. 108227 - Pengrui Li, Maoqin Peng, Haokai Zhang, Shihong Liu, Dongrui Gao, Yun Qin, Dingming Wu, Tiejun Liu:
An adaptive decoupling learning system informed by the brain functional structure for EEG decoding. 108228 - Nianwen Si, Hao Zhang, Wenlin Zhang, Weiqiang Zhang, Heyu Chang, Dan Qu:
Gradient-aware knowledge distillation: Tackling gradient insensitivity through teacher guided gradient scaling. 108229 - Shijie Li, Rong Tang, Xiaoqian Zhang, Shukai Yang, Yufeng Chen, Zejun Huang, Ying Zhou:
DNUNet: A lightweight adaptive medical image segmentation network based on dual-path multilevel interactive convolution and norm sparse fusion module. 108230 - Guangqi Jiang, Zhengyao Li, Gengshen Wu, Yi Liu, Shoukun Xu:
Dynamic routing towards few-shot point cloud semantic segmentation. 108231 - Dongshen Han, Heechan Yoon, Hyukmin Kwon, Hyun-Cheol Kim, Hyon-Gon Choo, Seungkyu Lee, Chaoning Zhang:
Internal-external boundary attention fusion for glass surface segmentation. 108232 - Beihua Yang, Peng Song:
Enhanced anchor contrastive multi-view representations learning network for clustering. 108233 - Feng Zhou, Xinyu Zhang, Hui Shuai, Qingshan Liu, Renlong Hang:
Adaptive frequency collaboration for remote sensing change detection. 108234 - Zhichao Wang, Xinhai Chen, Chunye Gong, Bo Yang, Liang Deng, Yufei Sun, Yufei Pang, Xiang Zhang, Jie Liu:
GNNRL-smoothing: A prior-free reinforcement learning model for mesh optimization. 108235 - Shunyong Li, Kun Liu, Mengjiao Zheng, Liang Bai:
Corrigendum to "Multi-view Spectral Clustering Algorithm Based on Bipartite Graph and Multi-feature Similarity Fusion" [Neural Networks, 194 (2026), 108177]. 108236 - Ruichu Cai, Xi Chen, Jie Qiao, Zijian Li, Yuequn Liu, Wei Chen, Keli Zhang, Jiale Zheng:
An identifiable cost-aware causal decision-making framework using counterfactual reasoning. 108237 - Jiaxin Huang, Xiaoyang Liu, Sikai Shen, Wenwu Yu:
Reinforcement learning-based funnel control and privacy preservation for multi-agent systems with input dead-zone. 108238 - Ying Liu, Jiajun Mei, Tingting Feng, Tao Zhang, Hong Qu, Yi Zhang:
BioMotion-SNN: Spiking neural network modeling for visual motion processing. 108239 - Anuradha Kumari, Ashwani Kumar Malik, M. Tanveer, Ponnuthurai N. Suganthan:
Shallow and ensemble deep randomized neural network for anomaly detection. 108240 - Fang Long, Wenkang Su, Zixuan Li, Lei Cai, Mingjie Li, Yuan-Gen Wang, Xiaochun Cao:
SemiDDM-weather: A semi-supervised learning framework for all-in-one adverse weather removal. 108241 - Zhiyi Zhou, Xinxin Lu, Bingxian Lu, Yuan Chen, Haoran Wen, Lei Wang:
WiMTI: A multitask learning model for WiFi-based identity and posture recognition. 108242 - Qisong Xiao, Xinhai Chen, Haijian Yang, Chunye Gong, Jie Liu:
ST-FlowNet: A lightweight framework for long-term spatio-temporal flow field prediction. 108243 - Ke Fu, Bowen Yuan, Baihui An, Zhengru Ren:
Incremental transfer learning based on temporal-frequency convolution interaction for multi-task prediction of wind speed and wind power. 108244 - Xiaoyan Kui, Yulan Dai, Beiji Zou, Chengzhang Zhu, Yang Li, Zexin Ji, Liming Chen, Miguel Bordallo López:
Alzheimer's disease classification based on multimodal consistent distribution and trusted fusion. 108245 - Xuyi Xu, Yuanyuan Li, Dingyuan Zhong, Jianquan Lu:
An approach to inferring gene regulatory networks via boolean modeling and feature selection. 108246 - Bo-Ya Hou, Yu long Bai, Xia-Ting Jing, Chunlin Huang:
Fourier feature-enhanced multi-layer residual stacking network: A novel multiscale modeling approach for physics-informed neural networks. 108247 - Shaokang Dong, Chao Li, Shangdong Yang, Hongye Cao, Wanqi Yang, Yang Gao:
A unified and efficient training framework for open-ended non-transitive games. 108248 - Fan Zhang, Hongbing Ji, Yongquan Zhang, Zhenzhen Su:
Consistent and comprehensive scale aggregation network for drone-view small object detection. 108250 - Jiali Wei, Xiaofeng Liao, Jianxi Yang:
Hessian-Riemannian second-order neurodynamic approach for constrained optimization: Theory and applications. 108251 - Deji Zhao, Donghong Han, Ye Yuan, Bo Ning, Yongxiang Li, Zhongjiang He, Chao Wang, Shuangyong Song:
MEGE: A mixed emotion graph model for empathetic dialogue generation. 108252 - Jiaqi Wang, Liutao Yu, Liwei Huang, Chenlin Zhou, Han Zhang, Zhenxi Song, Honghai Liu, Min Zhang, Zhengyu Ma, Zhiguo Zhang:
Efficient speech command recognition leveraging spiking neural networks and progressive time-scaled curriculum distillation. 108253 - Wenjie Peng, Quhui Ke, Jinglin Liang, Shuangping Huang, Tianshui Chen:
Proxy-AN loss for deep metric learning. 108254 - Yingdong Gou, Siwen Wei, Kai Xu, Jiancheng Liu, Ke Li, Bo Li, Zaikun Han, Xin Lai, Yuqing Lin, Dingrui Xue, Kexin Wang:
Hierarchical reinforcement learning with kill chain-informed multi-objective optimization to enhance resilience in autonomous unmanned swarm. 108255 - Linfei Feng, Qiankun Li, Hao Wang, Xuanyu Li, Fei Xie, Feng He, Xin Ning, Prayag Tiwari, Jun Hou:
Advancing oral leukoplakia progression recognition: A benchmark with dataset, method, and application. 108256 - Guogang Cao, Zhaojun Yang, Wanying Liang, Sai Zhang, Tao Zhong, Hongdong Mao, Dong Wang, Ming Zong:
LCMF-Net: A lightweight collaborative multimodal fusion network for brain tumor segmentation. 108257 - Haolun Ding, Zhengwen Fu, Rong Zhang, Li Huang, Xuan Luo, Qiang Gao:
Probabilistic Bayesian learning with long-tail awareness for trajectory-user linking. 108258 - Johan de Clercq, Nelishia Pillay:
A selection perturbative hyper-heuristic for neural architecture search. 108259 - Qizheng Zhao, Ruiyuan Wu, Manting Chen, Kwok-Leung Tsui, Yang Zhao:
MIEF-Net: multimodal image-enhanced fusion network for intelligent fall risk prediction. 108260 - Ziyuan Yan, Aoyun Geng, Yazi Li, Jiajing Wang, Junlin Xu, Yajie Meng, Leyi Wei, Quan Zou, Zilong Zhang, Feifei Cui:
CNNCaps-DBP: Leveraging protein language models with attention-augmented convolution for DNA-binding protein prediction. 108261 - Yunting Zhang, Lin Ye, Baisong Li, Hongli Zhang:
AdaptiveWordBug: Generating adversarial texts with an adaptive scoring strategy against deep learning classifiers. 108262 - Yanjun Zhou, Fan Ye, Kai-Fung Chu, Fumiya Iida:
Scalable mobile swarm network for reservoir computing using gaussian kernel density estimation. 108263 - Jing Hu, Ziwei Luo, Chengming Feng, Shu Hu, Bin Zhu, Xi Wu, Xin Li, Hongtu Zhu, Siwei Lyu, Xin Wang:
RL-I2IT: Image-to-image translation with deep reinforcement learning. 108264 - Xiaobo Hu, Youfang Lin, Jinwen Wang, Yue Liu, Shuo Wang, Hehe Fan, Kai Lv:
Bidirectional transition consistency between multi-domain observations for visual reinforcement learning generalization. 108265 - Weizhe Xu, Song Zhu:
Unified analysis of stability and dissipativity for inertial memristive multidimensional-valued neural networks with time-varying delays via non-reduced order method. 108266 - Behnam Yousefimehr, Mehdi Ghatee, Roozbeh Razavi-Far:
Multi-teacher knowledge distillation framework for lightweight anomaly detection. 108267 - Tieliang Gong, Wen Wen, Yuxin Dong, Zeyu Gao, Weizhan Zhang:
Nyström-aware approximations for matrix-based Rényi's entropy. 108268 - Flavio Corradini, Flavio Gerosa, Marco Gori, Carlo Lucheroni, Marco Piangerelli, Martina Zannotti:
A systematic literature review of spatio-temporal graph neural network models for time series forecasting and classification. 108269 - Jiaqi Li, Shuhuan Wen, Luigi Manfredi, Hamid Reza Karimi:
Few-shot image classification based on class-irrelevant feature decoupling graph neural network. 108270 - Fengcheng Lu, Michael Ng, Andy M. Yip:
Hypergraph neural diffusion networks. 108271 - Haofan Wu, Yin Huang, Yuqing Wu, Qiuyu Yang, Bingfang Wang, Li Zhang, Muhammad Fahadullah Khan, Ali Zia, M. Saleh Memon, Syed Sohail Bukhari, Abdul Fattah Memon, Daizong Ji, Ya Zhang, Ghulam Mustafa, Yin Fang:
Multi-scale target-aware representation learning for fundus image enhancement. 108273 - Yizeng Fang, Juinn-Dar Huang:
Expertfuse: A huffman tree-based gradual expert integration framework for MoE models. 108274 - Chenran Zhao, Dianxi Shi, Mengzhu Wang, Jianqiang Xia, Huanhuan Yang, Songchang Jin, Shaowu Yang, Chunping Qiu:
D3HRL: A distributed hierarchical reinforcement learning approach based on causal discovery and spurious correlation detection. 108275 - Dong Chen, Fei Gao, Shuo Zhang, Yueting Zhuang, Siliang Tang, Qidong Liu, Hua Wang, Xin Yang, Mingliang Xu:
Improving large models with small models: Lower costs and better performance. 108276 - Jose L. Carles-Bou, Enrique J. Carmona:
Achieving faithful explainability in feedforward neural networks through accurately computed feature attribution. 108277 - Hao Wei, Yanhui Zhou, Yiwen Jia, Chenyang Ge, Saeed Anwar, Ajmal Mian:
A lightweight model for perceptual image compression via implicit priors. 108279 - Zhiteng Zhou, Zhaoyue Xu, Yi Liu, Shizhao Wang:
asKAN: Active subspace embedded Kolmogorov-Arnold network. 108280 - Ning Ma, Shu Yang, Yizhao Zhou, Chaoyang Zhang, Jian Chen, Xiaoman He:
Open-world surgical video generation via dual-visual diffusion and dual-annealed generation. 108281 - Shuhong Chen, Kairen Chen, Chenchen Wang, Zhili Zhou, Sheng Wen, Tianqing Zhu, Menglong Wu:
Polyp image segmentation based on parallel dilated convolution and dual attention mechanisms. 108282 - Jinlan Liu, Hanger Liu, Xin Deng, Dongpo Xu:
SSR1M: A stochastic SR1 method with momentum acceleration for non-Convex optimization. 108283 - Weicheng Sun, Ping Zhang, Li Li:
Progressive fusion networks with adaptive graph structure learning for cancer subtype classification. 108284 - Yiming Zhao, Song Zhu, Junwei Sun, Shiping Wen:
A general approach to multistability analysis for fuzzy multidimensional-valued NNs with memristor. 108285 - Seyed Amir Sheikh Ahmadi, Parham Moradi, Laleh Tafakori, Mahdi Jalili:
Enhancing node influence prediction in large networks via multi-Level knowledge distillation. 108286 - Xinghai Wang, Jinglei Liu:
Multi-spectral attention and graph smoothness enhancement for generalized node classification. 108287 - Zhiping Wu, Lian Huai, Tong Liu, Zeyu Shangguan, Lei Wang, Jing Huo, Wenbin Li, Yang Gao, Xingqun Jiang:
AMPL: An adaptive meta-prompt learner for few-shot image classification. 108288 - Haitao Zhang, Jing Wang, Ziyue Wang, Guoqiang Li, Zhuo Cheng:
An accurate pixel-Level explainable approach for CNNs and its application. 108289 - Fan Shi, Kaihua Wang, Yinghong Cao, Jun Mou:
A novel memristor-based bionic neural network circuit with crossmodal integration and forgetting effects. 108291 - Ning Tang, Zheyi Fan, Yixuan Zhu, Tingting Zhang:
Unsupervised person re-identification via camera-aware multi-level label refinement. 108292 - Nan Li, Hui-Yu Zhou, Chang-Dong Wang, Pei-Yuan Lai:
Large interest network for click-through rate prediction. 108293 - Zheng Yan, Boqian Li, Ping Qi, Shiping Wen, Tingwen Huang:
Observer-based consensus tracking of stochastic multi-agent systems via control Lyapunov function. 108294 - Yong Jiao, Xinxu Wei, Lifang He, Yu Zhang:
A functional system-informed graph neural network framework to quantify interpretable brain dysfunction in ASD. 108295 - Hao Liu, Dong Li, Bing Zeng, Yang Xu:
DiffMLP: A diffusion-based multi-hop link prediction framework in knowledge graphs. 108296 - Haopei Xu, Ni Lin:
Neurovista: A bidirectional masked cross-Modal fusion network for robust EEG-to-Image decoding. 108297 - Ukyo T. Tazawa, Takuya Isomura:
Synaptic pruning facilitates online Bayesian model selection. 108311 - Xiusheng Lu, Lechao Cheng, Sicheng Zhao, Ying Zheng, Yongheng Wang, Guiguang Ding, Mingli Song:
RepAttn3D: Re-parameterizing 3D attention with spatiotemporal augmentation for video understanding. 108313 - Donglai Fu, Tiantian Lu, Junyang Wang:
Multi-graph learning with adaptive graph-bag mapping. 108316 - Baijiong Lin, Weisen Jiang, Feiyang Ye, Yu Zhang, Pengguang Chen, Ying-Cong Chen, Shu Liu, Ivor W. Tsang, James T. Kwok:
Dual-balancing for multi-task learning. 108317 - Tingting Li, Xingwei An, Yang Di, Honglin Wang, Yujia Yan, Shuang Liu, Yueqing Dong, Dong Ming:
Fuzzy symbolic convergent cross mapping: A causal coupling measure for EEG signals in disorders of consciousness patients. 108318 - Yu Deng, Baozhu Zhao, Junyan Su, Xiaohan Zhang, Qi Liu:
Depth-consistent 3D Gaussian Splatting via physical defocus modeling and multi-view geometric supervision. 108320
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