An input-delay neural-network-based approach for piecewise ECG signal compression.
We propose an input delay neural network (IDNN) based time series prediction algorithm for compressing electrocardiogram (ECG) signals. Our algorithm has been tested and successfully compared vis-à-vis other popular techniques for its compression efficiency and reconstruction capability.
Chatterjee
Amitava
A
Université de Paris 12, 700047 Kolkata West Bengal, India. cha_ami@yahoo.co.in
Nait-Ali
Amine
A
Siarry
Patrick
P
D000465:Algorithms; D044962:Data Compression / Q000379:methods*; D004562:Electrocardiography / Q000379:methods*; D006801:Humans; D016571:Neural Networks, Computer; D012815:Signal Processing, Computer-Assisted; D013997:Time Factors