Memory-Driven Mixed Low Precision Quantization For Enabling Deep Network Inference On Microcontrollers

Manuele Rusci, Alessandro Capotondi, Luca Benini

This paper presents a novel end-to-end methodology for enabling the deployment of low-error deep networks on microcontrollers. To fit the memory and computational limitations of re…