In-sensor human gait analysis with machine learning in a wearable microfabricated accelerometer
Guillaume Dion,
Albert Tessier-Poirier,
Laurent Chiasson-Poirier
et al.
Abstract:In-sensor computing could become a fundamentally new approach to the deployment of machine learning in small devices that must operate securely with limited energy resources, such as wearable medical devices and devices for the Internet of Things. Progress in this field has been slowed by the difficulty to find appropriate computing devices that operate using physical degrees of freedom that can be coupled directly to degrees of freedom that perform sensing. Here we leverage reservoir computing as a natural fr… Show more
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