Skip to content
Back Home
  • About
    • The mission
    • Contacts
    • People who are involved
    • External Advisory Board
  • News
  • Events
    • La biblioteca nel metaverso – la Reading & Machine
    • Reading (&) Machine: evento di presentazione
    • 8th SmartData@PoliTO Workshop – Present and Future Directions
  • Workshops
    • Seminars
      • Strengthening the IoT Ecosystem: Privacy Preserving IoT Security Management
      • Accelerated Deep Learning via Efficient, Compressed and Managed Communication
      • Toposes as ‘bridges’ for mathematics and artificial intelligence
    • SmartTalks
  • Education
    • Courses for PhD students
    • PhD Course: Topological Data Analysis
    • PhD Course: Data Science for Networks
    • Corporate training on Digital Transformation
  • Research
    • Publications
    • Current PhD
    • Projects
    • Open Datasets & Libraries
    • Topics
  • Open Positions
    • open position – PhD student
    • open position – Assistant Professor with time contract (RTD-A)
    • open position – PostDoc researchers
    • Open position – Technologist
  • BigData Cluster
    • Computing Facilities
    • Request BigData@Polito Account
    • BigData@Polito Access Instructions
    • Run Jobs with Custom Packages
  • Private Area
  • Search
Back Home
  • About
    • The mission
    • Contacts
    • People who are involved
    • External Advisory Board
  • News
  • Events
    • La biblioteca nel metaverso – la Reading & Machine
    • Reading (&) Machine: evento di presentazione
    • 8th SmartData@PoliTO Workshop – Present and Future Directions
  • Workshops
    • Seminars
      • Strengthening the IoT Ecosystem: Privacy Preserving IoT Security Management
      • Accelerated Deep Learning via Efficient, Compressed and Managed Communication
      • Toposes as ‘bridges’ for mathematics and artificial intelligence
    • SmartTalks
  • Education
    • Courses for PhD students
    • PhD Course: Topological Data Analysis
    • PhD Course: Data Science for Networks
    • Corporate training on Digital Transformation
  • Research
    • Publications
    • Current PhD
    • Projects
    • Open Datasets & Libraries
    • Topics
  • Open Positions
    • open position – PhD student
    • open position – Assistant Professor with time contract (RTD-A)
    • open position – PostDoc researchers
    • Open position – Technologist
  • BigData Cluster
    • Computing Facilities
    • Request BigData@Polito Account
    • BigData@Polito Access Instructions
    • Run Jobs with Custom Packages
  • Private Area
Home » Publications » Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks

Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks

Francesco Daghero, Alessio Burrello, Chen Xie, Marco Castellano, Luca Gandolfi, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari (2022) Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks, In: ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, pp. 1-28, ISSN: 1539-9087

Post navigation

  • Previous post Energy-efficient and Privacy-aware Social Distance Monitoring with Low-resolution Infrared Sensors and Adaptive Inference
  • Back to post list
  • Next post Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers

Collaborations

 

© 2023 SmartData@PoliTO – All rights reserved

Homepage - Privacy - Cookie Policy - Contacts