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IEEE transactions on neural networks and learning systems最新文献

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Hybrid Quantum Deep Learning With Superpixel Encoding for Earth Observation Data Classification 基于超像素编码的混合量子深度学习对地观测数据分类
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-01 DOI: 10.1109/tnnls.2024.3518108
Fan Fan, Yilei Shi, Tobias Guggemos, Xiao Xiang Zhu
{"title":"Hybrid Quantum Deep Learning With Superpixel Encoding for Earth Observation Data Classification","authors":"Fan Fan, Yilei Shi, Tobias Guggemos, Xiao Xiang Zhu","doi":"10.1109/tnnls.2024.3518108","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3518108","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"34 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142911793","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Federated Learning Based on Model Discrepancy and Variance Reduction 基于模型差异和方差缩减的联邦学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-01-01 DOI: 10.1109/tnnls.2024.3517658
Hao Zhang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
{"title":"Federated Learning Based on Model Discrepancy and Variance Reduction","authors":"Hao Zhang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong","doi":"10.1109/tnnls.2024.3517658","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3517658","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"4 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142911792","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
RBF NN-Enabled Adaptive Filter for Any Type of Noise 任意类型噪声的RBF神经网络自适应滤波器
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-30 DOI: 10.1109/tnnls.2024.3518592
Min Li, Yunlong Zhao, Qizhen Wang, Hanlin Gao, Gang Wang
{"title":"RBF NN-Enabled Adaptive Filter for Any Type of Noise","authors":"Min Li, Yunlong Zhao, Qizhen Wang, Hanlin Gao, Gang Wang","doi":"10.1109/tnnls.2024.3518592","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3518592","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"33 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142905043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Real-Time Progressive Learning: Accumulate Knowledge From Control With Neural-Network-Based Selective Memory 实时渐进式学习：利用基于神经网络的选择性记忆从控制中积累知识
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-30 DOI: 10.1109/tnnls.2024.3520340
Yiming Fei, Jiangang Li, Yanan Li
{"title":"Real-Time Progressive Learning: Accumulate Knowledge From Control With Neural-Network-Based Selective Memory","authors":"Yiming Fei, Jiangang Li, Yanan Li","doi":"10.1109/tnnls.2024.3520340","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3520340","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"71 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142905045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review 用于自动驾驶的以网格为中心的交通场景感知：全面回顾
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-30 DOI: 10.1109/tnnls.2024.3495045
Yining Shi, Kun Jiang, Jiusi Li, Zelin Qian, Junze Wen, Mengmeng Yang, Ke Wang, Diange Yang
{"title":"Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review","authors":"Yining Shi, Kun Jiang, Jiusi Li, Zelin Qian, Junze Wen, Mengmeng Yang, Ke Wang, Diange Yang","doi":"10.1109/tnnls.2024.3495045","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3495045","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"326 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142905044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neural Architecture Search Based on Bipartite Graphs for Text Classification 基于二部图的文本分类神经结构搜索
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-30 DOI: 10.1109/tnnls.2024.3514708
Xueming Yan, Han Huang, Yaochu Jin, Zilong Wang, Zhifeng Hao
{"title":"Neural Architecture Search Based on Bipartite Graphs for Text Classification","authors":"Xueming Yan, Han Huang, Yaochu Jin, Zilong Wang, Zhifeng Hao","doi":"10.1109/tnnls.2024.3514708","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3514708","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"14 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142905042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
AutoVMDPgram: An Effective Method for Fault Diagnosis of Rolling Bearing AutoVMDPgram：滚动轴承故障诊断的有效方法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-30 DOI: 10.1109/tnnls.2024.3518079
Hua Li, Tianyang Wang, Feibin Zhang, Fulei Chu
{"title":"AutoVMDPgram: An Effective Method for Fault Diagnosis of Rolling Bearing","authors":"Hua Li, Tianyang Wang, Feibin Zhang, Fulei Chu","doi":"10.1109/tnnls.2024.3518079","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3518079","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"1 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142905036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks HAGNN：异构图神经网络的混合聚合
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-27 DOI: 10.1109/tnnls.2024.3519427
Guanghui Zhu, Zhennan Zhu, Hongyang Chen, Chunfeng Yuan, Yihua Huang
{"title":"HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks","authors":"Guanghui Zhu, Zhennan Zhu, Hongyang Chen, Chunfeng Yuan, Yihua Huang","doi":"10.1109/tnnls.2024.3519427","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3519427","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"80 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142888261","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advocating for the Silent: Enhancing Federated Generalization for Nonparticipating Clients 提倡沉默：增强非参与客户机的联邦泛化
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-27 DOI: 10.1109/tnnls.2024.3516692
Zheshun Wu, Zenglin Xu, Dun Zeng, Qifan Wang, Jie Liu
{"title":"Advocating for the Silent: Enhancing Federated Generalization for Nonparticipating Clients","authors":"Zheshun Wu, Zenglin Xu, Dun Zeng, Qifan Wang, Jie Liu","doi":"10.1109/tnnls.2024.3516692","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3516692","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"14 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142888331","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Colorization-Inspired Customized Low-Light Image Enhancement by a Decoupled Network 基于解耦网络的彩色自定义弱光图像增强
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-26 DOI: 10.1109/tnnls.2024.3502424
Zhi Jin, Chenxi Wang, Xing Luo
{"title":"Colorization-Inspired Customized Low-Light Image Enhancement by a Decoupled Network","authors":"Zhi Jin, Chenxi Wang, Xing Luo","doi":"10.1109/tnnls.2024.3502424","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3502424","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"25 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142888329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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