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IEEE transactions on neural networks and learning systems最新文献

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Dynamic Self-Organizing Neurons
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-26 DOI: 10.1109/tnnls.2025.3542063
Siddharth Barve, Rashmi Jha
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引用次数: 0
Random Orthogonal Additive Filters: A Solution to the Vanishing/Exploding Gradient of Deep Neural Networks
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-26 DOI: 10.1109/tnnls.2025.3538924
Andrea Ceni
{"title":"Random Orthogonal Additive Filters: A Solution to the Vanishing/Exploding Gradient of Deep Neural Networks","authors":"Andrea Ceni","doi":"10.1109/tnnls.2025.3538924","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3538924","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"1 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143507003","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
TDSF-Net: Tensor Decomposition-Based Subspace Fusion Network for Multimodal Medical Image Classification
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-25 DOI: 10.1109/tnnls.2025.3541170
Yi Zhang, Guoxia Xu, Meng Zhao, Hao Wang, Fan Shi, Shengyong Chen
{"title":"TDSF-Net: Tensor Decomposition-Based Subspace Fusion Network for Multimodal Medical Image Classification","authors":"Yi Zhang, Guoxia Xu, Meng Zhao, Hao Wang, Fan Shi, Shengyong Chen","doi":"10.1109/tnnls.2025.3541170","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3541170","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"185 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143495389","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
Conditional Mutual Information Constrained Deep Learning for Classification
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-24 DOI: 10.1109/tnnls.2025.3540014
En-Hui Yang, Shayan Mohajer Hamidi, Linfeng Ye, Renhao Tan, Beverly Yang
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引用次数: 0
Coupled Homogeneous Hopfield Neural Networks: Simplest Model Design, Synchronization, and Multiplierless Circuit Implementation
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-24 DOI: 10.1109/tnnls.2025.3539283
Fuhong Min, Chengjie Chen, Neil G. R. Broderick
{"title":"Coupled Homogeneous Hopfield Neural Networks: Simplest Model Design, Synchronization, and Multiplierless Circuit Implementation","authors":"Fuhong Min, Chengjie Chen, Neil G. R. Broderick","doi":"10.1109/tnnls.2025.3539283","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3539283","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"51 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143486030","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
Temporal-Interim Pose Synthesis and Distillation for Dynamic Human Pose Estimation
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-24 DOI: 10.1109/tnnls.2025.3541936
Renjie Zhang, Di Lin, Xin Wang, Ruonan Liu, Bin Sheng, George Baciu, C. L. Philip Chen, Ping Li
{"title":"Temporal-Interim Pose Synthesis and Distillation for Dynamic Human Pose Estimation","authors":"Renjie Zhang, Di Lin, Xin Wang, Ruonan Liu, Bin Sheng, George Baciu, C. L. Philip Chen, Ping Li","doi":"10.1109/tnnls.2025.3541936","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3541936","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"5 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143486031","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
Disentanglement of Prosody Representations via Diffusion Models and Scheduled Gradient Reversal
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-24 DOI: 10.1109/tnnls.2025.3534822
Leyuan Qu, Cornelius Weber, Wei Wang, Jia Jin, Yingming Gao, Taihao Li, Stefan Wermter
{"title":"Disentanglement of Prosody Representations via Diffusion Models and Scheduled Gradient Reversal","authors":"Leyuan Qu, Cornelius Weber, Wei Wang, Jia Jin, Yingming Gao, Taihao Li, Stefan Wermter","doi":"10.1109/tnnls.2025.3534822","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3534822","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"32 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143486032","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 Fast Graph Construction-Driven Rotating Machine Fault Diagnosis Method Using Edge Predictor
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-20 DOI: 10.1109/tnnls.2025.3539390
Chaoying Yang, Jie Liu, Yue Wang, Shuangye Yang, Tielin Shi
{"title":"A Fast Graph Construction-Driven Rotating Machine Fault Diagnosis Method Using Edge Predictor","authors":"Chaoying Yang, Jie Liu, Yue Wang, Shuangye Yang, Tielin Shi","doi":"10.1109/tnnls.2025.3539390","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3539390","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"207 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143462503","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
Probabilistic Topic Modeling With Transformer Representations
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-19 DOI: 10.1109/tnnls.2025.3538262
Arik Reuter, Anton Thielmann, Christoph Weisser, Benjamin Säfken, Thomas Kneib
{"title":"Probabilistic Topic Modeling With Transformer Representations","authors":"Arik Reuter, Anton Thielmann, Christoph Weisser, Benjamin Säfken, Thomas Kneib","doi":"10.1109/tnnls.2025.3538262","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3538262","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"15 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143452011","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
S3INet: Semantic-Information Space Sharing Interaction Network for Arbitrary Shape Text Detection
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2025-02-19 DOI: 10.1109/tnnls.2025.3538806
Runmin Wang, Hua Chen, Yanbin Zhu, Juan Xu, Xiaofei Cao, Zhenlin Zhu, Shengyou Qian, Changxin Gao, Li Liu, Nong Sang
{"title":"S3INet: Semantic-Information Space Sharing Interaction Network for Arbitrary Shape Text Detection","authors":"Runmin Wang, Hua Chen, Yanbin Zhu, Juan Xu, Xiaofei Cao, Zhenlin Zhu, Shengyou Qian, Changxin Gao, Li Liu, Nong Sang","doi":"10.1109/tnnls.2025.3538806","DOIUrl":"https://doi.org/10.1109/tnnls.2025.3538806","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"1 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143452010","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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