SABiNN: FPGA Implementation of Shift Accumulate Binary Neural Network Model for Real-Time Automatic Detection of Sleep Apnea
Author:
Affiliation:
1. University of Missouri,Department of Electrical Engineering and Computer Science,Columbia,MO,USA,65211
2. University of Missouri,Department of Health Management and Informatics,Columbia,MO,USA,65211
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9806445/9806446/09806534.pdf?arnumber=9806534
Reference29 articles.
1. Detection Performance Regarding Sleep Apnea-Hypopnea Episodes with Fuzzy Logic Fusion on Single-Channel Airflow Indexes
2. Optimization of sleep apnea detection using SpO2 and ANN
3. Recurrent Neural Network Based Classification of ECG Signal Features for Obstruction of Sleep Apnea Detection
4. Obstructive sleep apnoea detection using convolutional neural network based deep learning framework
5. SpO2 based sleep apnea detection using deep learning
Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Design of a Power-Efficient Digital Classifier for Neural Network-Based Sleep Apnea Detection System;2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA);2024-06-26
2. Energy-Efficient FPGA Based Sleep Apnea Detection Using EEG Signals;IEEE Access;2024
3. An Optimized Hardware Inference of SABiNN: Shift-Accumulate Binarized Neural Network for Sleep Apnea Detection;IEEE Transactions on Instrumentation and Measurement;2023
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3