Ultra-compact Binary Neural Networks for Human Activity Recognition on RISC-V Processors

25 May 2022

Papers citing "Ultra-compact Binary Neural Networks for Human Activity Recognition on RISC-V Processors"

7 / 7 papers shown

Title
An experimental comparative study of backpropagation and alternatives for training binary neural networks for image classification Ben Crulis Barthélémy Serres Cyril de Runz Gilles Venturini MQ 29 0 0 08 Aug 2024
Practical Insights on Incremental Learning of New Human Physical Activity on the Edge George Arvanitakis Jingwei Zuo Mthandazo Ndhlovu Hakim Hacid 21 1 0 22 Aug 2023
Dynamic Decision Tree Ensembles for Energy-Efficient Inference on IoT Edge Nodes Francesco Daghero Alessio Burrello Enrico Macii P. Montuschi M. Poncino Daniele Jahier Pagliari 23 4 0 16 Jun 2023
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks Francesco Daghero Alessio Burrello Chen Xie Marco Castellano Luca Gandolfi A. Calimera Enrico Macii M. Poncino Daniele Jahier Pagliari BDL HAI 24 19 0 02 Sep 2022
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes Matteo Risso Alessio Burrello Luca Benini Enrico Macii M. Poncino Daniele Jahier Pagliari MQ 21 11 0 17 Jun 2022
Two-stage Human Activity Recognition on Microcontrollers with Decision Trees and CNNs Francesco Daghero Daniele Jahier Pagliari M. Poncino BDL 36 12 0 07 Jun 2022
Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs Chen Xie Francesco Daghero Yukai Chen Marco Castellano Luca Gandolfi A. Calimera Enrico Macii M. Poncino Daniele Jahier Pagliari 16 4 0 22 Apr 2022