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IEEE transactions on neural networks and learning systems最新文献

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Multiview Deep Learning-Based Molecule Design and Structural Optimization Accelerates Inhibitor Discover 基于多视角深度学习的分子设计和结构优化加速了抑制剂的发现
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2024-12-18 DOI: 10.1109/tnnls.2024.3506619
Chao Pang, Yu Wang, Yi Jiang, Ruheng Wang, Xiaojun Yao, Quan Zou, Xiangxiang Zeng, Ran Su, Leyi Wei
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引用次数: 0
A Node-Collaboration-Informed Graph Convolutional Network for Highly Accurate Representation to Undirected Weighted Graph 面向无向加权图高精度表示的节点协作通知图卷积网络
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3514652
Ye Yuan, Ying Wang, Xin Luo
{"title":"A Node-Collaboration-Informed Graph Convolutional Network for Highly Accurate Representation to Undirected Weighted Graph","authors":"Ye Yuan, Ying Wang, Xin Luo","doi":"10.1109/tnnls.2024.3514652","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3514652","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"47 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142841029","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
Exploring Attention and Self-Supervised Learning Mechanism for Graph Similarity Learning 探索图相似学习的注意与自监督学习机制
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3513546
Guangqi Wen, Xin Gao, Wenhui Tan, Peng Cao, Jinzhu Yang, Weiping Li, Osmar R. Zaiane
{"title":"Exploring Attention and Self-Supervised Learning Mechanism for Graph Similarity Learning","authors":"Guangqi Wen, Xin Gao, Wenhui Tan, Peng Cao, Jinzhu Yang, Weiping Li, Osmar R. Zaiane","doi":"10.1109/tnnls.2024.3513546","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3513546","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"146 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142841030","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
Weird-Net: Weighted Relative Distance Attention for Efficient and Robust Sequence Processing 奇异网：加权相对距离注意的高效鲁棒序列处理
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3513912
Lingkai Hu, Feng Zhan, Wenkai Huang, Weiming Gan, Haoxiang Hu, Hao He, Kunbo Han
{"title":"Weird-Net: Weighted Relative Distance Attention for Efficient and Robust Sequence Processing","authors":"Lingkai Hu, Feng Zhan, Wenkai Huang, Weiming Gan, Haoxiang Hu, Hao He, Kunbo Han","doi":"10.1109/tnnls.2024.3513912","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3513912","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"64 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142841033","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
Novel Discretized Zeroing Neural Network Models for Time-Varying Optimization Aided With Predictor–Corrector Methods 利用预测器-校正器方法辅助时变优化的新型离散化归零神经网络模型
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3512505
Ying Kong, Xi Chen, Yunliang Jiang, Danfeng Sun, Jun Zhang
{"title":"Novel Discretized Zeroing Neural Network Models for Time-Varying Optimization Aided With Predictor–Corrector Methods","authors":"Ying Kong, Xi Chen, Yunliang Jiang, Danfeng Sun, Jun Zhang","doi":"10.1109/tnnls.2024.3512505","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3512505","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"14 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142840958","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
An Unsupervised Federated Domain Adaptation Method Based on Knowledge Distillation 一种基于知识蒸馏的无监督联邦领域自适应方法
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3510382
Yunpeng Xiao, Yutong Guo, Haipeng Zhu, Chaolong Jia, Qian Li, Rong Wang, Guoyin Wang
{"title":"An Unsupervised Federated Domain Adaptation Method Based on Knowledge Distillation","authors":"Yunpeng Xiao, Yutong Guo, Haipeng Zhu, Chaolong Jia, Qian Li, Rong Wang, Guoyin Wang","doi":"10.1109/tnnls.2024.3510382","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3510382","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"606 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142840959","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
On the Optimal Expressive Power of ReLU DNNs and Its Application in Approximation With the Kolmogorov Superposition Theorem ReLU深度神经网络的最优表达能力及其在Kolmogorov叠加定理逼近中的应用
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3514126
Juncai He
{"title":"On the Optimal Expressive Power of ReLU DNNs and Its Application in Approximation With the Kolmogorov Superposition Theorem","authors":"Juncai He","doi":"10.1109/tnnls.2024.3514126","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3514126","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"30 4 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142841032","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
Discovery of Shared Latent Nonlinear Effective Connectivity for EEG-Based Depression Detection 基于脑电图的抑郁检测中共享潜在非线性有效连通性的发现
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2024-12-17 DOI: 10.1109/tnnls.2024.3514182
Wenjie Yuan, Xiaowei Zhang, Xuejuan Zhang, Shuangyan Wang, Tianzhi Wang, Tong Zhang, Qinglin Zhao, Bin Hu
{"title":"Discovery of Shared Latent Nonlinear Effective Connectivity for EEG-Based Depression Detection","authors":"Wenjie Yuan, Xiaowei Zhang, Xuejuan Zhang, Shuangyan Wang, Tianzhi Wang, Tong Zhang, Qinglin Zhao, Bin Hu","doi":"10.1109/tnnls.2024.3514182","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3514182","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"40 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142841031","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
QSAN: A Near-Term Achievable Quantum Self-Attention Network QSAN：可在短期内实现的量子自适应网络
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2024-12-16 DOI: 10.1109/tnnls.2024.3504828
Jinjing Shi, Ren-Xin Zhao, Wenxuan Wang, Shichao Zhang, Xuelong Li
{"title":"QSAN: A Near-Term Achievable Quantum Self-Attention Network","authors":"Jinjing Shi, Ren-Xin Zhao, Wenxuan Wang, Shichao Zhang, Xuelong Li","doi":"10.1109/tnnls.2024.3504828","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3504828","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"48 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142832338","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
Variational Multiple-Instance Learning With Embedding Correlation Modeling for Hyperspectral Target Detection 利用嵌入式相关建模进行变式多实例学习以实现高光谱目标检测
IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
IEEE transactions on neural networks and learning systems
Pub Date : 2024-12-16 DOI: 10.1109/tnnls.2024.3510385
Bo Yang, Changzhe Jiao, Jinjian Wu, Leida Li
{"title":"Variational Multiple-Instance Learning With Embedding Correlation Modeling for Hyperspectral Target Detection","authors":"Bo Yang, Changzhe Jiao, Jinjian Wu, Leida Li","doi":"10.1109/tnnls.2024.3510385","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3510385","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"72 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142832276","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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