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IEEE transactions on neural networks and learning systems最新文献

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Adaptive Noise-Learning Differential Neural Solution for Time-Dependent Equality-Constrained Quadratic Optimization 时变等式约束二次优化的自适应噪声学习微分神经解
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-30 DOI: 10.1109/tnnls.2025.3561415
Ying Liufu, Long Jin, Shuai Li
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引用次数: 0
Federated Aggregation With Interlayer Personalized Contribution: Preference-Based Optimization Between Performance and Privacy 具有层间个性化贡献的联邦聚合：性能与隐私之间基于偏好的优化
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-30 DOI: 10.1109/tnnls.2025.3552206
Xiaoting Sun, Zhong Li, Changjun Jiang
{"title":"Federated Aggregation With Interlayer Personalized Contribution: Preference-Based Optimization Between Performance and Privacy","authors":"Xiaoting Sun, Zhong Li, Changjun Jiang","doi":"10.1109/tnnls.2025.3552206","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3552206","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"1 1","pages":"1-15"},"PeriodicalIF":10.4,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893137","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
Learning Temporal Features With Alternated Similarity and Proximity Attention for Time-Series Prediction 基于交替相似和邻近注意的时间序列预测学习
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-30 DOI: 10.1109/tnnls.2025.3559222
Jingyang Chen, Ping Li, Jiancheng Lv, Hongyuan Zha, Kai Zhang, Jie Zhang
{"title":"Learning Temporal Features With Alternated Similarity and Proximity Attention for Time-Series Prediction","authors":"Jingyang Chen, Ping Li, Jiancheng Lv, Hongyuan Zha, Kai Zhang, Jie Zhang","doi":"10.1109/tnnls.2025.3559222","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3559222","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"19 1","pages":"1-12"},"PeriodicalIF":10.4,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893136","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
A Unified Optimal Transport Framework for Cross-Modal Retrieval With Noisy Labels 带噪声标签跨模态检索的统一最优传输框架
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-30 DOI: 10.1109/tnnls.2025.3559533
Haochen Han, Minnan Luo, Huan Liu, Fang Nan, Jun Liu
{"title":"A Unified Optimal Transport Framework for Cross-Modal Retrieval With Noisy Labels","authors":"Haochen Han, Minnan Luo, Huan Liu, Fang Nan, Jun Liu","doi":"10.1109/tnnls.2025.3559533","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3559533","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"32 1","pages":"1-14"},"PeriodicalIF":10.4,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893493","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
Reconciling Attribute and Structural Anomalies for Improved Graph Anomaly Detection 基于改进图异常检测的属性异常与结构异常协调
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-30 DOI: 10.1109/tnnls.2025.3561172
Chunjing Xiao, Jiahui Lu, Xovee Xu, Fan Zhou, Tianshu Xie, Wei Lu, Lifeng Xu
{"title":"Reconciling Attribute and Structural Anomalies for Improved Graph Anomaly Detection","authors":"Chunjing Xiao, Jiahui Lu, Xovee Xu, Fan Zhou, Tianshu Xie, Wei Lu, Lifeng Xu","doi":"10.1109/tnnls.2025.3561172","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3561172","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"24 1","pages":"1-14"},"PeriodicalIF":10.4,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893491","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
Strong Anti-Hebbian Plasticity Alters the Convexity of Network Attractor Landscapes 强抗边可塑性改变了网络吸引物景观的凹凸性
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-30 DOI: 10.1109/tnnls.2025.3561217
Lulu Gong, Xudong Chen, ShiNung Ching
{"title":"Strong Anti-Hebbian Plasticity Alters the Convexity of Network Attractor Landscapes","authors":"Lulu Gong, Xudong Chen, ShiNung Ching","doi":"10.1109/tnnls.2025.3561217","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3561217","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"52 1","pages":"1-8"},"PeriodicalIF":10.4,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893135","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
Heterogeneous Riemannian Few-Shot Learning Network 异构黎曼少次学习网络
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-30 DOI: 10.1109/tnnls.2025.3561930
Jie Chen, Lingling Li, Licheng Jiao, Fang Liu, Xu Liu, Yuwei Guo, Puhua Chen, Wenping Ma
{"title":"Heterogeneous Riemannian Few-Shot Learning Network","authors":"Jie Chen, Lingling Li, Licheng Jiao, Fang Liu, Xu Liu, Yuwei Guo, Puhua Chen, Wenping Ma","doi":"10.1109/tnnls.2025.3561930","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3561930","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"18 1","pages":"1-14"},"PeriodicalIF":10.4,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143893492","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
Unified Feature Selection Approach for Complex Data Based on Fuzzy β-Covering Reduction via Information Granulation 基于信息粒化模糊β覆盖约简的复杂数据统一特征选择方法
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-29 DOI: 10.1109/tnnls.2025.3558626
Xiongtao Zou, Jianhua Dai
{"title":"Unified Feature Selection Approach for Complex Data Based on Fuzzy β-Covering Reduction via Information Granulation","authors":"Xiongtao Zou, Jianhua Dai","doi":"10.1109/tnnls.2025.3558626","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3558626","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"118 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143890036","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
Value Iteration for Stochastic LQR With Convergence Guarantees 具有收敛保证的随机LQR的值迭代
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-28 DOI: 10.1109/tnnls.2025.3558738
Jing Lai, Junlin Xiong, Yu Kang
{"title":"Value Iteration for Stochastic LQR With Convergence Guarantees","authors":"Jing Lai, Junlin Xiong, Yu Kang","doi":"10.1109/tnnls.2025.3558738","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3558738","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"17 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143884413","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
Unsupervised Domain Adaptation via Bidirectional Transmission Generator Self-Training 基于双向传输发生器自训练的无监督域自适应
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-04-28 DOI: 10.1109/tnnls.2025.3561353
Xing Wei, Zhaoxin Ji, Fan Yang, Chong Zhao, Bin Wen, Yang Lu
{"title":"Unsupervised Domain Adaptation via Bidirectional Transmission Generator Self-Training","authors":"Xing Wei, Zhaoxin Ji, Fan Yang, Chong Zhao, Bin Wen, Yang Lu","doi":"10.1109/tnnls.2025.3561353","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3561353","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"18 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143884414","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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