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IEEE Transactions on Neural Networks and Learning Systems cover

IEEE Transactions on Neural Networks and Learning Systems

IF8.9
Papers7453
Citations72350
Journal Papers 7447
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Corrections to “A Fully Data-Driven Value Iteration for Stochastic LQR: Convergence, Robustness, and Stability”
deleteIEEE Transactions on Neural Networks and Learning Systems
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delete2026-07-09
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deleteLeilei Cui; Zhong-Ping Jiang; Petter N. Kolm; Grégoire G. Macqueron
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A Survey on Vision--Language--Action Models for Embodied AI
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delete2026-04-28
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deleteYueen Ma; Zixing Song; Yuzheng Zhuang; Jianye Hao; Irwin King
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Corrections to “Incremental Learning for Defect Segmentation With Efficient Transformer Semantic Complement”
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delete2026-04-06
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deleteXiqi Li; Zhifu Huang; Ge Ma; Yu Liu
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Rethinking Topic Modeling With Information Bottleneck Principle
deleteIEEE Transactions on Neural Networks and Learning Systems
IF8.9
delete2026-04-03
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deleteZhibin Duan; Xinyue Hu; Bo Chen; Chaojie Wang; Xuefei Cao; Fei Meng; Mingyuan Zhou
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Heuristic Knowledge-Driven Spatio-Temporal Forecasting via Multigraph
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IF8.9
delete2026-02-27
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deleteXiao Xiao; Xufeng Xiang; Xinyue Yang; Zhiling Jin; Jing Xu; Shuo Wang; Guoqiang Mao; Wei Shao
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Virtual Domain-Guided Cross-Modal Distillation With Multiview Correlation Awareness for Domain-Specific Multimodal Neural Machine Translation
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delete2026-02-26
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deleteZhenyu Hou; Junjun Guo; Zhengtao Yu
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Cross-Image Federated Learning for Hyperspectral Image Classification
deleteIEEE Transactions on Neural Networks and Learning Systems
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delete2026-02-25
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deleteZhenyu Li; Xiangrong Zhang; Lijing Zheng; Guanchun Wang; Licheng Jiao
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Attention-Guided Low-Light Object Detection Based on Receptive Field With Adaptive Depth Convolution
deleteIEEE Transactions on Neural Networks and Learning Systems
IF8.9
delete2026-02-24
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deleteJing Zhao; Yuan Liu; Fei Xie; Laishou Song; Jie Ding
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Improved Spontaneous EEG Signal Decoding Efficiency by Function Predefined Convolutional Neural Network
deleteIEEE Transactions on Neural Networks and Learning Systems
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delete2026-02-18
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deleteBoxun Fu; Fu Li; Junkai Li; Youshuo Ji; Yang Li; Yinghui Quan; Lijian Zhang; Guangming Shi
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Class-Incremental Cloud-Device Collaborative Adaptation With Contrastive Learning in Dynamic Changing Environments
deleteIEEE Transactions on Neural Networks and Learning Systems
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delete2026-02-13
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deleteYushi Zeng; Haopeng Ren; Yi Cai; Yingjian Li; Yaowei Wang; Qing Li
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ATTE: An Innovative Ensemble Learning Method With Age-Group-Guided Fine-Tuning for Improving Personalized Blood Pressure Estimation
deleteIEEE Transactions on Neural Networks and Learning Systems
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delete2026-02-11
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deleteYuhui Cen; Hongbo Wang; Xing Zhu; Chunlong Miao; Jingjing Luo
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Resource-Efficient and Layer Interdependence-Aware CNN Pruning Leveraging Filter Replacement
deleteIEEE Transactions on Neural Networks and Learning Systems
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delete2026-02-10
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deleteS. Tofigh; M. Askarizadeh; M. Omair Ahmad; M. N. S. Swamy; Kim Khoa Nguyen
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Distributed Learning for Online Stochastic Mixed Equilibrium Problems With Heavy-Tailed Noises
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delete2026-02-09
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deleteHang Xu; Kaihong Lu; Yu-Long Wang; Qixin Zhu
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A Survey on Learning Motion Planning and Control for Mobile Robots: Toward Embodied Intelligence
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delete2026-02-09
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deleteMengyun Wang; Yifeng Niu; Bo Wang; Wei Zhang; Chang Wang
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AquaticCLIP: A Vision-Language Foundation Model and Dataset for Underwater Scene Analysis
deleteIEEE Transactions on Neural Networks and Learning Systems
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delete2026-02-09
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deleteBasit Alawode; Iyyakutti Iyappan Ganapathi; Sajid Javed; Mohammed Bennamoun; Arif Mahmood
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Adversarial Augmentation With Maximum Discrepancy for Graph Contrastive Learning
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delete2026-02-09
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deleteChunchun Chen; Xing Wei; Yuxing Zhang; Wei Ye
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Transformer Meets Gated Residual Networks to Enhance PICU's PPG Artifact Detection Informed by Mutual Information Neural Estimation
deleteIEEE Transactions on Neural Networks and Learning Systems
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delete2026-02-06
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deleteThanh-Dung Le; Clara Macabiau; Kevin Albert; Symeon Chatzinotas; Philippe Jouvet; Rita Noumeir
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LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning
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deleteYiming Shi; Yujia Wu; Jiwei Wei; Ran Ran; Chengwei Sun; Shiyuan He; Yang Yang
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MetaGrasp: Generalizable Dexterous Multifingered Functional Grasping With Gradual Skill Curriculum Learning
deleteIEEE Transactions on Neural Networks and Learning Systems
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delete2026-02-06
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deleteYinglan Lv; Qiyu Chen; Xiangbo Lin; Jianwen Li; Wenbin Bai; Yi Sun
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KSIQA: A Knowledge-Sharing Model for No-Reference Image Quality Assessment
deleteIEEE Transactions on Neural Networks and Learning Systems
IF8.9
delete2026-02-06
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deleteHuasheng Wang; Jiang Liu; Hongchen Tan; Jianxun Lou; Xiaochang Liu; Wei Zhou; Ying Chen; Roger Whitaker; Walter Colombo; Hantao Liu
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