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Algorithm for Training Neural Networks on Resistive Device Arrays
Hardware architectures composed of resistive cross-point device arrays c...
09/17/2019 ∙ by Tayfun Gokmen, et al. ∙
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Training large-scale ANNs on simulated resistive crossbar arrays
Accelerating training of artificial neural networks (ANN) with analog re...
06/06/2019 ∙ by Malte J. Rasch, et al. ∙
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Efficient ConvNets for Analog Arrays
Analog arrays are a promising upcoming hardware technology with the pote...
07/03/2018 ∙ by Malte J. Rasch, et al. ∙
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Training LSTM Networks with Resistive Cross-Point Devices
In our previous work we have shown that resistive cross point devices, s...
06/01/2018 ∙ by Tayfun Gokmen, et al. ∙
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Training Deep Convolutional Neural Networks with Resistive Cross-Point Devices
In a previous work we have detailed the requirements to obtain a maximal...
05/22/2017 ∙ by Tayfun Gokmen, et al. ∙
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