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System and method for processing human related data including physiological signals to make context aware decisions with distributed machine learning at edge and cloud
System and method for processing human related data including physiological signals to make context aware decisions with distributed machine learning at edge and cloud
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机译:用于处理人类相关数据的系统和方法,包括生理信号,使中文意识到在边缘和云处学习分布式机器学习
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摘要
A system and method for processing human related data to make personalized and context aware decisions with distributed machine learning at an edge and a cloud is disclosed. A nearest edge computing device receives first, second and third sensed signals from first, second and third sensory devices, determines when the first, second and third sensed signals exceed corresponding thresholds, correlates pairs of the sensed signals to generate multiple correlation patterns, determines a lag time between the first sensed signal exceeding the first threshold and the second sensed signal exceeding the second threshold, provides each of the multiple correlation patterns and the lag time as inputs to multiple long short term memory (LSTM) neural networks, controls the multiple LSTM neural networks to provide outputs, and maps the patient to a stage of a medical condition based at least in part on the multiple correlation patterns and the lag time.
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