{"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}
Pub Date : 2024-12-30DOI: 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}
Pub Date : 2024-12-30DOI: 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}
Pub Date : 2024-12-30DOI: 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}
Pub Date : 2024-12-30DOI: 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}
Pub Date : 2024-12-27DOI: 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}
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