tinyML Summit 2021 https://www.tinyml.org/event/summit-2021/
Partner Sessions – Edge Hardware
“Low-power vision processing and signal processing for IoT and edge devices”
Dylan MUIR, Director for Algorithms and Applications, SynSense
New NN accelerator hardware based on binarised asynchronous communication — sometimes referred to as spiking neural networks (SNNs) — promises to deliver complex sensory processing, including vision processing, for energy-constrained devices. In this session we look at several low-power edge use cases for audio and vision processing, with an overview of training and optimisation approaches, and example deployment on accelerator hardware.