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Picture for Wilfried Haensch

Neural Network Training with Asymmetric Crosspoint Elements


Jan 31, 2022
Murat Onen, Tayfun Gokmen, Teodor K. Todorov, Tomasz Nowicki, Jesus A. del Alamo, John Rozen, Wilfried Haensch, Seyoung Kim


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Algorithm for Training Neural Networks on Resistive Device Arrays


Sep 17, 2019
Tayfun Gokmen, Wilfried Haensch

* 26 pages, 7 fiures 

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Training large-scale ANNs on simulated resistive crossbar arrays


Jun 06, 2019
Malte J. Rasch, Tayfun Gokmen, Wilfried Haensch


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Efficient ConvNets for Analog Arrays


Jul 03, 2018
Malte J. Rasch, Tayfun Gokmen, Mattia Rigotti, Wilfried Haensch


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Training LSTM Networks with Resistive Cross-Point Devices


Jun 01, 2018
Tayfun Gokmen, Malte Rasch, Wilfried Haensch

* 17 pages, 5 figures 

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Training Deep Convolutional Neural Networks with Resistive Cross-Point Devices


May 22, 2017
Tayfun Gokmen, O. Murat Onen, Wilfried Haensch

* 22 pages, 6 figures, 2 tables 

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