An Ultra-Lightweight Time Period CNN Based Model with AI Accelerator Design for Arrhythmia Classification

Author:

Lee Shuenn-Yuh1,Tseng Wei-Cheng1,Chen Ju-Yi2

Affiliation:

1. National Cheng-Kung University,Department of Electrical Engineering,Tainan,Taiwan,701

2. National Cheng Kung University Hospital,Department of Internal Medicine,Taiwan

Funder

Ministry of Science and Technology

Publisher

IEEE

Reference16 articles.

1. Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

2. An Automated ECG Beat Classification System Using Convolutional Neural Networks

3. The impact of the MIT-BIH Arrhythmia Database

4. NCKU CBIC ECG Database;Tseng;figshare,2023

5. Testing and Reporting Performance Results of Cardiacrhythm and ST Segment Measurement Algorithms;Assoc. Adv. Med. Instrument,1998

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