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End-to-End Audio Pattern Recognition Network for Overcoming Feature Limitations in Human-Machine Interaction
《Computers, Materials & Continua》2025年第5期3187-3210,共24页Zijian Sun Yaqian Li Haoran Liu Haibin Li Wenming Zhang 
supported by the National Natural Science Foundation of China(62106214);the Hebei Natural Science Foundation(D2024203008);the Provincial Key Laboratory Performance Subsidy Project(22567612H).
In recent years,audio pattern recognition has emerged as a key area of research,driven by its applications in human-computer interaction,robotics,and healthcare.Traditional methods,which rely heavily on handcrafted fe...
关键词：Audio pattern recognition raw audio end-to-end network feature fusion 
Resting-state brain network remodeling after different nerve reconstruction surgeries:a functional magnetic resonance imaging study in brachial plexus injury rats
《Neural Regeneration Research》2025年第5期1495-1504,共10页Yunting Xiang Xiangxin Xing Xuyun Hua Yuwen Zhang Xin Xue Jiajia Wu Mouxiong Zheng He Wang Jianguang Xu 
supported by the National Natural Science Foundation of China,Nos.81871836(to MZ),82172554(to XH),and 81802249(to XH),81902301(to JW);the National Key R&D Program of China,Nos.2018YFC2001600(to JX)and 2018YFC2001604(to JX);Shanghai Rising Star Program,No.19QA1409000(to MZ);Shanghai Municipal Commission of Health and Family Planning,No.2018YQ02(to MZ);Shanghai Youth Top Talent Development Plan;Shanghai“Rising Stars of Medical Talent”Youth Development Program,No.RY411.19.01.10(to XH)。
Distinct brain remodeling has been found after different nerve reconstruction strategies,including motor representation of the affected limb.However,differences among reconstruction strategies at the brain network lev...
关键词：brain functional networks end-to-end nerve transfer end-to-side nerve transfer independent component analysis nerve repair peripheral plexus injury resting-state functional connectivity 
CPEWS:Contextual Prototype-Based End-to-End Weakly Supervised Semantic Segmentation
《Computers, Materials & Continua》2025年第4期595-617,共23页Xiaoyan Shao Jiaqi Han Lingling Li Xuezhuan Zhao Jingjing Yan 
funding from the following sources:National Natural Science Foundation of China(U1904119);Research Programs of Henan Science and Technology Department(232102210054);Chongqing Natural Science Foundation(CSTB2023NSCQ-MSX0070);Henan Province Key Research and Development Project(231111212000);Aviation Science Foundation(20230001055002);supported by Henan Center for Outstanding Overseas Scientists(GZS2022011).
The primary challenge in weakly supervised semantic segmentation is effectively leveraging weak annotations while minimizing the performance gap compared to fully supervised methods.End-to-end model designs have gaine...
关键词：End-to-end weakly supervised semantic segmentation vision transformer contextual prototype class activation map 
BEV-Locator:an end-to-end visual semantic localization network using multi-view images
《Science China(Information Sciences)》2025年第2期130-146,共17页Zhihuang ZHANG Meng XU Wenqiang ZHOU Tao PENG Liang LI Stefan POSLAD 
supported by Beijing Higher Education Society under the 2024 General Project Scheme(Grant No.MS2024128);funding from the Ningbo Philosophy and Social Science Planning Project,as part of the“Ningbo Development Blue Book 2025”Initiative(Grant No.GL24-16)。
Accurate localization ability is fundamental in autonomous driving.Traditional visual localization frameworks approach the semantic map-matching problem with geometric models,which rely on complex parameter tuning and...
关键词：visual localization semantic map bird-eye-view TRANSFORMER pose estimation 
Continuum estimation in low-resolution gamma-ray spectra based on deep learning
《Nuclear Science and Techniques》2025年第2期5-17,共13页Ri Zhao Li-Ye Liu Xin Liu Zhao-Xing Liu Run-Cheng Liang Ren-Jing Ling-Hu Jing Zhang Fa-Guo Chen 
supported by the National Natural Science Foundation of China(No.12005198).
In this study,an end-to-end deep learning method is proposed to improve the accuracy of continuum estimation in low-resolution gamma-ray spectra.A novel process for generating the theoretical continuum of a simulated ...
关键词：Gamma-ray spectrum Continuum estimation Deep learning Convolutional neural network End-to-end prediction 
Training neural networks with end-to-end optical backpropagation
《Advanced Photonics》2025年第1期31-40,共10页James Spall Xianxin Guo Alexander I.Lvovsky 
supported by the Innovate UK Smart (Grant No. 10043476);support from the Royal Commission for the Exhibition of 1851 Research Fellowship。
Optics is an exciting route for the next generation of computing hardware for machine learning,promising several orders of magnitude enhancement in both computational speed and energy efficiency.However, reaching the ...
关键词：optical computing optical neural networks machine learning 
End-to-end Identification of Autoregressive with Exogenous Input(ARX)Models Using Neural Networks
《Machine Intelligence Research》2025年第1期117-130,共14页Aoxiang Dong Andrew Starr Yifan Zhao 
Traditional parametric system identification methods usually rely on apriori knowledge of the targeted system,which may not always be available,especially for complex systems.Although neural networks(NNs)have been inc...
关键词：Linear system identification and estimation learning systems model structure determination multivariable systems deep learning. 
(Erratum)Deep-learning-driven end-to-end metalens imaging
《Advanced Photonics》2025年第1期93-93,共1页Joonhyuk Seo Jaegang Jo Joohoon Kim Joonho Kang Chanik Kang Seong-Won Moon Eunji Lee Jehyeong Hong Junsuk Rho Haejun Chung 
This erratum notes a correction to the originally published article[Adv.Photon.6(6),066002(2024)doi:10.1117/1.AP.6.6.066002].One of the grant numbers associated with the National Research Foundation of Korea was incor...
关键词：deep learning driven end end imaging erratum metalens 
A novel arterial coupler with non-return snap-fit connection approach optimized arterial end-to-end anastomotic technique:An experimental study
《Chinese Journal of Traumatology》2025年第1期13-21,共9页Hong-Bo Guo Mo-Fei Wang Ren-Qi Yin Kang-Kang Zhi 
supported by the innovative clinical research project of the Second Affiliated Hospital of Naval Military Medical University(2020YLCYJ-Y17);the third batch of medical engineering cross projects of Naval Military Medical University(10-21-308-415);the National Natural Science Foundation of China(No.81971710);the Biomedical Science and Technology Supporting Special Project,Shanghai Science and Technology Innovation Action Plan(2020)(No.20S31902000).
Purpose:Hand-sewn anastomosis as the gold standard of vascular anastomosis cannot fully meet the requirements of vascular anastomosis in speed and quality.Various vascular couplers have been developed to ameliorate th...
关键词：COUPLER Vascular anastomosis Arterial anastomosis END-TO-END Novel device 
End-to-end dataflow engineering framework of honey manufacturing from intermediates to process by TAS1R2@AuNPs/SPCE biosensor coupled with quality transfer principle
《Fundamental Research》2025年第1期407-418,共12页Xiaoyan Hu Jingqi Zeng Lijuan M Xiaomeng Wang Jing Du Lu Yao Zhisheng Wu 
co-supported by Excellent Young Scientists Fund of National Natural Science Foundation of China(82022073);Major scientific and technological R&D projects in Jiangxi Province(20203ABC28W018);National Natural Science Foundation of China(82274110);the Fundamental Research Funds for the Central Universities(2022-JYB-JBZR-018,2022-JYB-JBZR-019).
This study reported an original end-to-end dataflow engineering framework for the quality transfer principle to overcome the quality challenges in real-world honey manufacturing.Firstly,650 pivotal data points of phys...
关键词：End-to-end dataflow Quality transfer principle Critical quality attributes BIOSENSOR Honey manufacturing 
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