Yinghui Guo
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Long short-term attention memory (LSTAM): a global-feature-integrated model for joint moment prediction in human rehabilitation
Abstract Joint moments are critical parameters for evaluating human movement, and time-series models are widely used to predict them from biosignals. However, biosignals collected via accelerometers, gyroscopes, and electromyography (EMG) sensors are often susceptible to local features such as short-term fluctuations and noise, which hinders the models’ ability to effectively capture global features and weakens their capability to predict long-term trends.
Sub‐Diffraction Limited Single‐Photon LiDAR with Optimized Confocal Super‐Oscillatory Illumination
Conflict of Interest The authors declare no conflict of interest. Supporting Information Filename Description lpor202401837-sup-0001-SuppInfo.docx27.1 MB Supporting Information References 1, , , , ISPRS-J. Photogramm. Remote Sens. 2018, 144, 105. 2, , , , IEEE Trans. Instrum. Meas. 2022, 71, 1. 3, , , , , , , , , Opt. Express 2020, 28, 4076. 4, , , , , , , , , , , , Optica 2021, 8, 344. 5, , , , , , , , , , , , , , , , , Optica 2024, 11, 612. 6, , , , , , , , , , , Nat. Commun. 2023, 14, 5902. 7, , , , Opt.
Reprogrammable Vector Optical Field Meets Planar Liquid Crystal Elements for Enhanced Security in Holography
Conflict of Interest The authors declare no conflict of interest. Supporting Information Filename Description lpor202401962-sup-0001-SuppMat.docx5.3 MB Supporting Information References 1, , , , , , , PhotoniX 2021, 2, 1. 2, , , , , , , , , , Adv. Sci. 2022, 9, 2202407. 3, , , , , , , , , , Nat. Commun. 2023, 14, 4578. 4, Sci. China Phys., Mech. Astron. 2015, 58, 1. 5, , , , , , , , , Phys. Rev. Lett. 2021, 126, 183902. 6, , , , , , , Photonics Insights 2022, 1, R03. 7, , , , , , , , , , Nat. Commun.
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