Detection of R-Peaks in ECG Signal by Adaptive Linear Neuron (ADALINE) Artificial Neural Network

Detection of R-Peaks in ECG Signal by Adaptive Linear Neuron (ADALINE) Artificial Neural Network

This research proposes a new method to detect R-peaks in electrocardiogram by using the prediction value from adaptive linear neuron (ADALINE) artificial neural network. With this aim, the weights of four input neurons in ADALINE are updated for each encoded ECG vector-segment and the value of an ou...

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Bibliographic Details
Main Authors: Kim Jeong-Hwan, Park Sang-Eun, Jeung Gyeo-Wun, Kim Kyeong-Seop
Format: Article
Language:English
Published: EDP Sciences 2016-01-01
Series:MATEC Web of Conferences
Subjects:
ecg
r-peak
neural network
adaline
arrhythmia
premature ventricular contraction
finite impulse response filter
mit-bit database
Online Access:http://dx.doi.org/10.1051/matecconf/20165410001

Internet

http://dx.doi.org/10.1051/matecconf/20165410001

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