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Spatiotemporal Transformation-Based Neural Network With Interpretable Structure for Modeling Distributed Parameter Systems IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-25 Peng Wei, Han-Xiong Li
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Incomplete Multiview Clustering Based on Consensus Information IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-25 Jiayi Tang, Long Zhao, Xinwang Liu
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Embracing Multiheterogeneity and Privacy Security Simultaneously: A Dynamic Privacy-Aware Federated Reinforcement Learning Approach IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-25 Chenying Jin, Xiang Feng, Huiqun Yu
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On-Device Deep Learning: Survey on Techniques Improving Energy Efficiency of DNNs IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-24 Anais Boumendil, Walid Bechkit, Karima Benatchba
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Comprehensive Production Index Prediction Using Dual-Scale Deep Learning in Mineral Processing IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-23 Kesheng Zhang, Wen Yu, Yao Jia, Tianyou Chai
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Dynamic Graph Guided Progressive Partial View-Aligned Clustering IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-23 Liang Zhao, Qiongjie Xie, Zhengtao Li, Songtao Wu, Yi Yang
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PRF-Net: A Progressive Remote Sensing Image Registration and Fusion Network IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-23 Zhangxi Xiong, Wei Li, Xiaobin Zhao, Baochang Zhang, Ran Tao, Qian Du
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Synchronization of Intermittently Coupled Neural Networks With Coupling Delay IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-23 Shuaibing Zhu, Hong Sang, Kai Zhang, Fanchao Kong, Jinhu Lü
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Digit-Serial DA-Based Fixed-Point RNNs: A Unified Approach for Enhancing Architectural Efficiency IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-22 Mohd Tasleem Khan, Mohammed A. Alhartomi
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Improved Dual Correlation Reduction Network With Affinity Recovery IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-19 Yue Liu, Sihang Zhou, Xihong Yang, Xinwang Liu, Wenxuan Tu, Liang Li, Xin Xu, Fuchun Sun
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Improving Global Generalization and Local Personalization for Federated Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-19 Lei Meng, Zhuang Qi, Lei Wu, Xiaoyu Du, Zhaochuan Li, Lizhen Cui, Xiangxu Meng
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Finite-Time Synchronization of Fractional-Order Memristive Fuzzy Neural Networks: Event-Based Control With Linear Measurement Error IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-19 Rongqiang Tang, Xinsong Yang, Guanghui Wen, Jianquan Lu
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Graph Convolutional Multi-Label Hashing for Cross-Modal Retrieval IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-19 Xiaobo Shen, Yinfan Chen, Weiwei Liu, Yuhui Zheng, Quan-Sen Sun, Shirui Pan
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Fixed-Time Passivity and Synchronization of Multiweighted Coupled Memristive Neural Networks With Adaptive Couplings IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-18 Hong-An Tang, Yanhong Wang, Xiaofang Hu, Shukai Duan, Lidan Wang
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Refocus the Attention for Parameter-Efficient Thermal Infrared Object Tracking IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-18 Simiao Lai, Chang Liu, Dong Wang, Huchuan Lu
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Distributed Frank–Wolfe Solver for Stochastic Optimization With Coupled Inequality Constraints IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-18 Jie Hou, Xianlin Zeng, Gang Wang, Chen Chen, Jian Sun
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Neurosymbolic AI for Reasoning Over Knowledge Graphs: A Survey IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-18 Lauren Nicole DeLong, Ramon Fernández Mir, Jacques D. Fleuriot
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Exploring Complicated Search Spaces With Interleaving-Free Sampling IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-18 Yunjie Tian, Lingxi Xie, Jiemin Fang, Jianbin Jiao, Qixiang Ye, Qi Tian
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Multiview Classification Through Learning From Interval-Valued Data IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-18 Guangzhi Ma, Jie Lu, Zhen Fang, Feng Liu, Guangquan Zhang
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Q-ADER: An Effective Q-Learning for Recommendation With Diminishing Action Space IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-16 Fan Li, Hong Qu, Liyan Zhang, Mingsheng Fu, Wenyu Chen, Zhang Yi
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Neural Network Circuits for Bionic Associative Memory and Temporal Order Memory Based on DNA Strand Displacement IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-16 Junwei Sun, Jinjiang Wang, Shiping Wen, Yingcong Wang, Yanfeng Wang
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Fine-Grained Learning Behavior-Oriented Knowledge Distillation for Graph Neural Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-16 Kang Liu, Zhenhua Huang, Chang-Dong Wang, Beibei Gao, Yunwen Chen
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Compound Learning-Based Model Predictive Control Approach for Ducted-Fan Aerial Vehicles IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-16 Tayyab Manzoor, Hailong Pei, Yuanqing Xia, Zhongqi Sun, Yasir Ali
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Video-Based Multiphysiological Disentanglement and Remote Robust Estimation for Respiration IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-16 Hang Shao, Lei Luo, Jianjun Qian, Mengkai Yan, Shangbing Gao, Jian Yang
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Flow to Candidate: Temporal Knowledge Graph Reasoning With Candidate-Oriented Relational Graph IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-12 Shiqi Fan, Guoxi Fan, Hongyi Nie, Quanming Yao, Yang Liu, Xuelong Li, Zhen Wang
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Contrastive Unsupervised Representation Learning With Optimize-Selected Training Samples IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-12 Yujun Cheng, Zhewei Zhang, Xuejing Li, Shengjin Wang
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Decentralized Kernel Ridge Regression Based on Data-Dependent Random Feature IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-12 Ruikai Yang, Fan He, Mingzhen He, Jie Yang, Xiaolin Huang
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A High-Performance Pixel-Level Fully Pipelined Hardware Accelerator for Neural Networks IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-12 Zhan Li, Zhihan Zhang, Jie Hu, Qunkang Meng, Xingyu Shi, Jun Luo, Hao Wang, Qijun Huang, Sheng Chang
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Finite-Time Stabilization of Inertial Memristive Neural Networks via Nonreduced Order Method IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-11 Jun Zhang, Song Zhu, Xiaoyang Liu, Shiping Wen, Chaoxu Mu
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Unsupervised Domain Adaptation for Low-Dose CT Reconstruction via Bayesian Uncertainty Alignment IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-10 Kecheng Chen, Jie Liu, Renjie Wan, Victor Ho-Fun Lee, Varut Vardhanabhuti, Hong Yan, Haoliang Li
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Class-Irrelevant Feature Removal for Few-Shot Image Classification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-09 Fusheng Hao, Liu Liu, Fuxiang Wu, Qieshi Zhang, Jun Cheng
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A Real-Time Grasping Detection Network Architecture for Various Grasping Scenarios IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-09 Hejia Gao, Junjie Zhao, Changyin Sun
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Teaching Masked Autoencoder With Strong Augmentations IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-09 Rui Zhu, Yalong Bai, Ting Yao, Jingen Liu, Zhenglong Sun, Tao Mei, Chang Wen Chen
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Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatiotemporal Forecasting IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-09 Guojun Liang, Prayag Tiwari, Sławomir Nowaczyk, Stefan Byttner, Fernando Alonso-Fernandez
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Discriminating Tensor Spectral Clustering for High-Dimension-Low-Sample-Size Data IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-09 Yu Hu, Fei Qi, Yiu-Ming Cheung, Hongmin Cai
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Explicit Margin Equilibrium for Few-Shot Object Detection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-09 Chang Liu, Bohao Li, Mengnan Shi, Xiaozhong Chen, Qixiang Ye, Xiangyang Ji
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ProFun-SOM: Protein Function Prediction for Specific Ontology Based on Multiple Sequence Alignment Reconstruction IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-09 JiangYi Shao, JunJie Chen, Bin Liu
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Projective Synchronization of Discrete-Time Variable-Order Fractional Neural Networks With Time-Varying Delays IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-09 Dan-Dan Li, Hong-Li Li, Cheng Hu, Haijun Jiang, Jinde Cao
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Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-08 Yunzhi Zhuge, Hongyu Gu, Lu Zhang, Jinqing Qi, Huchuan Lu
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Mask-Guided Vision Transformer for Few-Shot Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-08 Yuzhong Chen, Zhenxiang Xiao, Yi Pan, Lin Zhao, Haixing Dai, Zihao Wu, Changhe Li, Tuo Zhang, Changying Li, Dajiang Zhu, Tianming Liu, Xi Jiang
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IEEE Transactions on Neural Networks and Learning Systems Publication Information IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-08
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Learning Joint 2-D and 3-D Graph Diffusion Models for Complete Molecule Generation IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-08 Han Huang, Leilei Sun, Bowen Du, Weifeng Lv
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IEEE Transactions on Neural Networks and Learning Systems Information for Authors IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-08
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IEEE Computational Intelligence Society Information IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-08
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Deep Clustering: A Comprehensive Survey IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-04 Yazhou Ren, Jingyu Pu, Zhimeng Yang, Jie Xu, Guofeng Li, Xiaorong Pu, Philip S. Yu, Lifang He
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Open-ICL: Open-Set Modulation Classification via Incremental Contrastive Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-03 Chen Yang, Zhixi Feng, Shuyuan Yang, Qiukai Pan
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ConcVAE: Conceptual Representation Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-03 Ren Togo, Nao Nakagawa, Takahiro Ogawa, Miki Haseyama
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Semi-Supervised Multimodal Representation Learning Through a Global Workspace IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-02 Benjamin Devillers, Léopold Maytié, Rufin VanRullen
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Double Confidence Calibration Focused Distillation for Task-Incremental Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-02 Zhiling Fu, Zhe Wang, Chengwei Yu, Xinlei Xu, Dongdong Li
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A Spatial–Spectral Relation-Guided Fusion Network for Multisource Optical RS Image Classification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-02 Xueli Geng, Licheng Jiao, Xu Liu, Lingling Li, Puhua Chen, Fang Liu, Shuyuan Yang
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GBSVM: An Efficient and Robust Support Vector Machine Framework via Granular-Ball Computing IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-02 Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Xinbo Gao, Jiancu Chen, Xiaoli Peng
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Broad Multitask Learning System With Group Sparse Regularization IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-07-01 Jintao Huang, Chuangquan Chen, Chi-Man Vong, Yiu-Ming Cheung
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Nonlinear Locality-Preserving Projections With Dynamic Graph Learning IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-06-28 Xiaowei Zhao, Dongming Wu, Feiping Nie, Weizhong Yu, Chen Zhao, Xuelong Li
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Learning to Perform Trajectory Generation From Low-Quality Demonstrations IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-06-28 Shuqi Xu, Hao Zhang, Zhuping Wang
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A Distributed Neural Hybrid System Learning Framework in Modeling Complex Dynamical Systems IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-06-28 Yejiang Yang, Tao Wang, Weiming Xiang
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Co-Exploring Structured Sparsification and Low-Rank Tensor Decomposition for Compact DNNs IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-06-27 Yang Sui, Miao Yin, Yu Gong, Bo Yuan
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Adaptive Memory Broad Learning System for Unsupervised Time Series Anomaly Detection IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-06-26 Zhijie Zhong, Zhiwen Yu, Ziwei Fan, C. L. Philip Chen, Kaixiang Yang
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A Zeroing Neural Network Approach for Calculating Time-Varying G-Outer Inverse of Arbitrary Matrix IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-06-26 Predrag S. Stanimirović, Spyridon D. Mourtas, Dijana Mosić, Vasilios N. Katsikis, Xinwei Cao, Shuai Li
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Dual Causes Generation Assisted Model for Multimodal Aspect-Based Sentiment Classification IEEE Trans. Neural Netw. Learn. Syst. (IF 10.2) Pub Date : 2024-06-25 Rui Fan, Tingting He, Menghan Chen, Mengyuan Zhang, Xinhui Tu, Ming Dong