17 citations · 27 across the 6 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.LG2020
CodNN -- Robust Neural Networks From Coded Classification
Netanel Raviv, Siddharth Jain, Pulakesh Upadhyaya +2
Deep Neural Networks (DNNs) are a revolutionary force in the ongoing information revolution, and yet their intrinsic properties remain a mystery. In particular, it is widely known…
cs.IT2020★ 2 cited
Functional Error Correction for Robust Neural Networks
Kunping Huang, Paul Siegel, Anxiao +1
When neural networks (NeuralNets) are implemented in hardware, their weights need to be stored in memory devices. As noise accumulates in the stored weights, the NeuralNet's perfor…