47 citations · 47 across the 1 of their papers we have counts for
2 papers
cs.LG2026
Exploring the Trade-Off Between Structured Pruning and Fault Tolerance in Deep Neural Networks for Space Applications
Toon Vinck, Naïn Jonckers, Jaro De Roose +2
Deep Neural Networks (DNNs) inherently exhibit a degree of robustness to bit-level faults due to their distributed representation of information. As a model increases in width, thi…
cs.AR2023★ 47 cited
TinyVers: A Tiny Versatile System-on-chip with State-Retentive eMRAM for ML Inference at the Extreme Edge
Vikram Jain, Sebastian Giraldo, Jaro De Roose +3
Extreme edge devices or Internet-of-thing nodes require both ultra-low power always-on processing as well as the ability to do on-demand sampling and processing. Moreover, support…