Rapid phase retrieval of ultrashort pulses from dispersion scan traces using deep neural networks

2019 ◽  
Vol 44 (4) ◽  
pp. 979 ◽  
Author(s):  
Sven Kleinert ◽  
Ayhan Tajalli ◽  
Tamas Nagy ◽  
Uwe Morgner
Keyword(s):  
Neural Networks ◽  
Phase Retrieval ◽  
Deep Neural Networks ◽  
Ultrashort Pulses ◽  
Rapid Phase

Phase retrieval based on difference map and deep neural networks

2021 ◽  
pp. 1-13
Author(s):  
Baopeng Li ◽  
Okan K. Ersoy ◽  
Caiwen Ma ◽  
Zhibin Pan ◽  
Wansha Wen ◽  
...  
Keyword(s):  
Neural Networks ◽  
Phase Retrieval ◽  
Deep Neural Networks ◽  
Difference Map

Reconstruction of Ultrashort Pulses Using Deep Neural Networks

2018 ◽  
Author(s):  
Alex Dikopoltsev ◽  
Tom Zahavy ◽  
Ron Ziv ◽  
Ittai Rubinstein ◽  
Pavel Sidorenko ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Ultrashort Pulses

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

Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks

2018 ◽  
Author(s):  
Daniel Povey ◽  
Gaofeng Cheng ◽  
Yiming Wang ◽  
Ke Li ◽  
Hainan Xu ◽  
...  
Keyword(s):  
Neural Networks ◽  
Matrix Factorization ◽  
Deep Neural Networks ◽  
Low Rank ◽  
Rank Matrix ◽  
Low Rank Matrix
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