184 citations · 184 across the 2 of their papers we have counts for
2 papers
cs.ET2019
Using Floating Gate Memory to Train Ideal Accuracy Neural Networks
Sapan Agarwal, Diana Garland, John Niroula +7
Floating gate SONOS (Silicon-Oxygen-Nitrogen-Oxygen-Silicon) transistors can be used to train neural networks to ideal accuracies that match those of floating point digital weights…
cs.AR2017★ 184 cited
Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator
Matthew J. Marinella, Sapan Agarwal, Alexander Hsia +6
Neural networks are an increasingly attractive algorithm for natural language processing and pattern recognition. Deep networks with >50M parameters are made possible by modern GPU…