VLSI Design of LSTM‐Based ECG Classification for Continuous Cardiac Monitoring on Wearable Devices

VLSI Design of LSTM‐Based ECG Classification for Continuous Cardiac Monitoring on Wearable Devices

<p dir="ltr">A portable and efficient electrocardiogram (ECG) classification system is essential for continuous cardiac monitoring in wearable healthcare devices. This paper presents a highly efficient very large scale integration architecture optimized for real‐time ECG classificati...

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Bibliographic Details
Main Author: Nousheen Akhtar (22467193) (author)
Other Authors: Jiancun Fan (22467196) (author), Abdul Rehman Buzdar (22467199) (author), Muaz Ahmed (22467202) (author), Ali Raza (3558965) (author)
Published: 2025
Subjects:
Engineering
Biomedical engineering
Electrical engineering
Health sciences
Health services and systems
Information and computing sciences
Machine learning
Electrocardiogram (ECG)
Wearable healthcare devices
Cardiac monitoring
Real-time ECG classification
Feature extraction
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