SPINE: A Fault Injection Profiler for Quantized Neural Networks under Accumulated Faults

Nathan Guimarães, Ian Kersz, Leonardo R. Gobatto +5

Deploying deep neural networks at the edge demands efficient inference under strict cost and power constraints. Quantized neural networks address these demands by replacing floatin…