System and Algorithms

Hardware and Architectures

Transforming Epilepsy from a Chronic Condition Towards an Acute One Using tinyML

Ultra-Low-Power Command Recognition for Ubiquitous Devices

Visual AI in Milliwatts: A Grand Challenge and a Massive Opportunity

TF-lite for tinyML

ELL: the Microsoft Embedded Learning Library

Efficient Voice Trigger Detection for Low Resource Hardware

Next Frontier in CMOS Imaging – Always ON Sensing

Machine Learning Accelerators for IoT2 Devices