Full-automatic baby sleep staging system based on neural network

The invention discloses a full-automatic baby sleep staging system based on a neural network. The system comprises a data collecting module, a real-time neural network analysis module and a display storage module. The data collecting module, the real-time neural network analysis module and the displ...

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Bibliographische Detailangaben
Hauptverfasser: XU ZHONGBAO, LI SHAN, BIAN CHUNHUA, LIN KEYUE, WANG CHENG, ZHAO CAN, CHEN CHEN, HU ZUNHAO
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention discloses a full-automatic baby sleep staging system based on a neural network. The system comprises a data collecting module, a real-time neural network analysis module and a display storage module. The data collecting module, the real-time neural network analysis module and the display storage module are sequentially connected. The system is easy to obtain, real-time and efficientstaging can be performed at different baby sleep stages, and the system has the advantages of being high in staging accuracy, good in classification real-time performance, wide in application prospectand the like. The device based on the system can be applied to scenes of sleep monitoring, sleep scientific research and the like. 本发明公开了一种基于神经网络的全自动婴儿睡眠分期系统,包括数据采集模块,实时神经网络分析模块,显示存储模块。本系统数据采集模块、实时神经网络分析模块、显示存储模块依次相连。本系统易于实现,能够对婴儿的不同睡眠时期做出实时高效的分期,具有分期准确率高、分类实时性好、应用前景广阔等特点。基于本系统的装置可应用于睡眠监测、睡眠科研等场景。