UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers

Author:

Jia Hong1,Kwon Young D.1,Mat Dong2,Pham Nhat3,Qendro Lorena4,Vu Tam5,Mascolo Cecilia1

Affiliation:

1. University of Cambridge,Cambridge,UK

2. Singapore Management University,Singapore

3. Cardiff University,Cardiff,UK

4. Nokia Bell Labs,Cambridge,UK

5. University of Colorado Boulder,Colorado,US

Publisher

IEEE

Reference37 articles.

1. Real-time alerting system for COVID-19 and other stress events using wearable data

2. Glabella

3. Breathing Disorder Detection Using Wearable Electrocardiogram And Oxygen Saturation

4. Mcunet: Tiny deep learning on iot devices;Lin;arXiv preprint,2020

5. Can you trust your models uncertainty? evaluating predictive uncertainty under dataset shift;Ovadia;Advances in neural information processing systems,2019

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