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Issue:
Neural Network Heart Rate Predictor
Author(s):
Zhu Bing
,
Xiao Feng
,
Yuchi Min
Pages:
169
-
171
Year:
2009
Issue:
7
Journal:
Computer and Digital Engineering
Keyword:
心率
;
日常物理活动
;
预测
;
前馈神经网络
;
Abstract:
日常物理活动(Physical activities, PA)被普遍认为对心率(Heart rate, HR)的变化有着极大的影响.文章提出了一种采用前馈神经网络(Feed-forward Neural Network, FFNN)的具有心率预测功能的模型.该模型反映了日常物理活动对心率变化的影响.相关结果表明,该方法预测的心率平均绝对误差相对较小.
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