scholarly journals Phase Reconstruction Based On Recurrent Phase Unwrapping With Deep Neural Networks

2020 ◽  
Author(s):  
Yoshiki Masuyama ◽  
Kohei Yatabe ◽  
Yuma Koizumi ◽  
Yasuhiro Oikawa ◽  
Noboru Harada
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Phase Unwrapping ◽  
Phase Reconstruction

scholarly journals Phase reconstruction from amplitude spectrograms based on directional-statistics deep neural networks

2020 ◽  
Vol 169 ◽  
pp. 107368 ◽  
Author(s):  
Shinnosuke Takamichi ◽  
Yuki Saito ◽  
Norihiro Takamune ◽  
Daichi Kitamura ◽  
Hiroshi Saruwatari
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Phase Reconstruction ◽  
Directional Statistics

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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