Automated Generation of Tiny Model for Real-time ECG Classification on Tiny Edge Devices

被引:3
|
作者
Mukhopadhyay, Shalini [1 ]
Dey, Swarnava [1 ]
Ghose, Avik [1 ]
Tyagi, Aakash [1 ]
机构
[1] Tata Consultancy Serv Ltd, TCS Res, Kolkata, West Bengal, India
关键词
Wearable health; ECG; Arrhythmia classification;
D O I
10.1145/3560905.3568081
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
引用
收藏
页码:756 / 757
页数:2
相关论文
共 50 条
  • [1] Tiny-PIRATE: A Tiny model with Parallelized Intelligence for Real-time Analysis as a Traffic countEr
    Synh Viet-Uyen Ha
    Nhat Minh Chung
    Tien-Cuong Nguyen
    Hung Ngoc Phan
    [J]. 2021 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW 2021, 2021, : 4114 - 4123
  • [2] Energy Management for Tiny Real-Time Kernels
    Bambagini, Mario
    Prosperi, Francesco
    Marinoni, Mauro
    Buttazzo, Giorgio
    [J]. 2011 INTERNATIONAL CONFERENCE ON ENERGY AWARE COMPUTING, 2011,
  • [3] Terse: a tiny real-time operating system
    Kauler, Barry
    [J]. Dr. Dobb's Journal of Software Tools for Professional Programmer, 1995, 20 (12):
  • [4] TERSE: A tiny real-time operating system
    Kauler, B
    [J]. DR DOBBS JOURNAL, 1995, 20 (12): : 72 - +
  • [5] Tiny Fusion: Tiny Deep Convolutional Neural Network for Real-time Image Fusion
    Wang, Jixiao
    Li, Yang
    Miao, Zhuang
    Wang, Jiabao
    Zhao, Xun
    [J]. 2019 2ND IEEE INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND SIGNAL PROCESSING (ICICSP), 2019, : 384 - 389
  • [6] Time Squeezing for Tiny Devices
    Fan, Yuanbo
    Campanoni, Simone
    Joseph, Russ
    [J]. PROCEEDINGS OF THE 2019 46TH INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE (ISCA '19), 2019, : 657 - 670
  • [7] Intelligent Classification of Heartbeats for Automated Real-Time ECG Monitoring
    Park, Juyoung
    Kang, Kyungtae
    [J]. TELEMEDICINE AND E-HEALTH, 2014, 20 (12) : 1069 - 1077
  • [8] Tiny-PPG: A lightweight deep neural network for real-time detection of motion artifacts in photoplethysmogram signals on edge devices
    Zheng, Yali
    Wu, Chen
    Cai, Peizheng
    Zhong, Zhiqiang
    Huang, Hongda
    Jiang, Yuqi
    [J]. INTERNET OF THINGS, 2024, 25
  • [9] Real Time Classification of Fruits and Vegetables Deployed on Low Power Embedded Devices Using Tiny ML
    Gutti, Vivek
    Karthi, R.
    [J]. THIRD INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND CAPSULE NETWORKS (ICIPCN 2022), 2022, 514 : 347 - 359
  • [10] Tiny Machine Learning for Real-time Postural Stability Analysis
    Adin, Veysi
    Zhang, Yuxuan
    Ando, Bruno
    Oelmann, Bengt
    Bader, Sebastian
    [J]. 2023 IEEE SENSORS APPLICATIONS SYMPOSIUM, SAS, 2023,