Mixed-precision architecture based on computational memory for training deep neural networks

2018 ◽  
Author(s):  
S. R. Nandakumar ◽  
Manuel Le Gallo ◽  
Irem Boybat ◽  
Bipin Rajendran ◽  
Abu Sebastian ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Mixed Precision ◽  
Computational Memory

scholarly journals Computational memory-based inference and training of deep neural networks

2019 ◽  
Author(s):  
A. Sebastian ◽  
I. Boybat ◽  
M. Dazzi ◽  
I. Giannopoulos ◽  
V. Jonnalagadda ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Computational Memory ◽  
And Training

scholarly journals Computational memory-based inference and training of deep neural networks

2019 ◽  
Author(s):  
A. Sebastian ◽  
I. Boybat ◽  
M. Dazzi ◽  
I. Giannopoulos ◽  
V. Jonnalagadda ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Computational Memory ◽  
And Training

Deep neural networks trained with heavier data augmentation learn features closer to representations in hIT

2018 ◽  
Author(s):  
Alex Hernández-García ◽  
Johannes Mehrer ◽  
Nikolaus Kriegeskorte ◽  
Peter König ◽  
Tim C. Kietzmann
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Data Augmentation

Representation of adversarial images in deep neural networks and the human brain

2018 ◽  
Author(s):  
Chi Zhang ◽  
Xiaohan Duan ◽  
Ruyuan Zhang ◽  
Li Tong
Keyword(s):  
Neural Networks ◽  
Human Brain ◽  
Deep Neural Networks
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