344 citations · 1.3k across the 15 of their papers we have counts for
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cs.LG2019
Algorithm for Training Neural Networks on Resistive Device Arrays
Tayfun Gokmen, Wilfried Haensch
Hardware architectures composed of resistive cross-point device arrays can provide significant power and speed benefits for deep neural network training workloads using stochastic…
cs.NE2019★ 17 cited
Training large-scale ANNs on simulated resistive crossbar arrays
Malte J. Rasch, Tayfun Gokmen, Wilfried Haensch
Accelerating training of artificial neural networks (ANN) with analog resistive crossbar arrays is a promising idea. While the concept has been verified on very small ANNs and toy…