Robotics & Machine Learning Daily News2024,Issue(Mar.11) :77-78.

New Data from Nanchang Institute of Technology Illuminate Findings in Machine Le arning (Quantum Photonics Based Music Signal Analysis With Optical Sensor In Hea lth Monitoring Using Machine Learning Model)

Robotics & Machine Learning Daily News2024,Issue(Mar.11) :77-78.

New Data from Nanchang Institute of Technology Illuminate Findings in Machine Le arning (Quantum Photonics Based Music Signal Analysis With Optical Sensor In Hea lth Monitoring Using Machine Learning Model)

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Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News-Fresh data on Machine Learning are presented in a new report. According to news originating from Nanchang, People's Republic of C hina, by NewsRx editors, the research stated, "Smart health monitoring systems h ave been made possible by the internet of things (IoT). A person's physical and emotional well-being can be tracked by these health monitoring systems." Our news journalists obtained a quote from the research from the Nanchang Instit ute of Technology, "The flow of quantum light through an integrated photonic cir cuit ultimately determines the scalability of various photonic quantum informati on processing devices. Purpose of this study is to use a machine learning (ML) m ethod to build music signal analysis coupled with an optical sensor in a health monitoring system. Quantum photonics and the optical sensor paradigm in health m onitoring are used to analyse music signals. The reinforcement gradient vector M arkov propagation model has been used to assess the observed data based on optic al sensors (RGVMP). the experimental analysis is carried out based on various mu sic signal based optical sensor health monitoring data in terms of training accu racy, mean average precision, F-1 score, RMSE, AUC. The suggested model's stegan ography and steganalysis quantum circuits were all simulated, tested, and assess ed using various audio files."

Key words

Nanchang/People's Republic of China/As ia/Cyborgs/Emerging Technologies/Machine Learning/Photonics/Physics/Nancha ng Institute of Technology

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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