DeepMerge: Studying Distant Merging Galaxies with Deep Neural Networks

2020 ◽  
Author(s):  
A. Ciprijanovic ◽  
G. Snyder ◽  
B. Nord ◽  
J. Peek
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Merging Galaxies

scholarly journals DeepMerge: Classifying high-redshift merging galaxies with deep neural networks

2020 ◽  
Vol 32 ◽  
pp. 100390 ◽  
Author(s):  
A. Ćiprijanović ◽  
G.F. Snyder ◽  
B. Nord ◽  
J.E.G. Peek
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
High Redshift ◽  
Merging Galaxies

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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