Applying lightweight soft error mitigation techniques to embedded mixed precision deep neural networks

G Abich, J Gava, R Garibotti, R Reis… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Deep neural networks (DNNs) are being incorporated in resource-constrained IoT devices,
which typically rely on reduced memory footprint and low-performance processors. While …

Small-footprint open-vocabulary keyword spotting with quantized LSTM networks

T Bluche, M Primet, T Gisselbrecht - ar** a speech understanding system that classifies a waveform to
structured data, such as intents and slots, without first transcribing the speech to text has …