scholarly journals Efficient memory compression in deep neural networks using coarse-grain sparsification for speech applications

2016 ◽  
Author(s):  
Deepak Kadetotad ◽  
Sairam Arunachalam ◽  
Chaitali Chakrabarti ◽  
Jae-sun Seo
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Coarse Grain ◽  
Memory Compression ◽  
Efficient Memory

Coarse grain parallelization of deep neural networks

2016 ◽  
Vol 51 (8) ◽  
pp. 1-12 ◽  
Author(s):  
Marc Gonzalez Tallada
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Coarse Grain

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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