tinyML Summit https://www.tinyml.org/event/summit-2021
Keynote: Adaptive Neural Networks for Agile TinyML
Sek CHAI, Co-founder and CTO, Latent AI
We present a new way to run your neural network that dynamically minimizes the working footprint for both memory and compute horsepower. Such a formulation requires retraining the network in a way that offers runtime flexibility during inference. Ultimately, the dynamic neural network is highly agile and can self-regulate to minimize computational needs.