TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference

Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari +5

Temporal Convolutional Networks (TCNs) are emerging lightweight Deep Learning models for Time Series analysis. We introduce an automated exploration approach and a library of optim…