Design of Chaotic System Based Pacemaker on Field Programmable Analog Array Board

被引：1
|
作者：
Gokcen, Alkim [1 ]
Sahin, Savas [1 ]
机构：
[1] Izmir Katip Celebi Univ, Muhendislik & Mimarlik Fak, Elekt Elekt Muhendisligi, Izmir, Turkey
来源：
2019 MEDICAL TECHNOLOGIES CONGRESS (TIPTEKNO) | 2019年
关键词：
Chaos; FPAA; ECG; ANN; Pacemaker; LYAPUNOV EXPONENTS; LIMIT-CYCLE; BIFURCATION;
D O I：
10.1109/tiptekno.2019.8894991
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
In this study, a chaotic system based pacemaker implementation was performed. Electrocardiography (ECG) signal simulation studies were carried out with the dynamical deterministic systems Gauss and Logistic map referenced model. In the field programmable analog array (FPAA), a simple artificial neural network model is used instead of complex numerical models of chaotic systems. In this process, a feedforward neural network structure is used. ECG dataset and the artificial neural network models are compared with the analysis of Lyapunov exponent and results are discussed.
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页码：90 / 93
页数：4
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