Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With
Class-Dependent Confidence

Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence

7 April 2022

Francesco Daghero

Alessio Burrello

Daniele Jahier Pagliari

Luca Benini

Papers citing "Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence"

4 / 4 papers shown

Title
Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices Francesco Daghero Alessio Burrello M. Poncino Enrico Macii Daniele Jahier Pagliari BDL 25 0 0 18 Jun 2024
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers Francesco Daghero Alessio Burrello Chen Xie Luca Benini A. Calimera Enrico Macii M. Poncino Daniele Jahier Pagliari 10 8 0 27 May 2022
Embedding Temporal Convolutional Networks for Energy-Efficient PPG-Based Heart Rate Monitoring Alessio Burrello Daniele Jahier Pagliari Pierangelo Maria Rapa Matilde Semilia Matteo Risso T. Polonelli M. Poncino Luca Benini Simone Benatti 14 23 0 01 Mar 2022
Runtime Configurable Deep Neural Networks for Energy-Accuracy Trade-off Hokchhay Tann S. Hashemi R. I. Bahar Sherief Reda 24 72 0 19 Jul 2016