scholarly journals DeepAoANet: Learning Angle of Arrival from Software Defined Radios with Deep Neural Networks

IEEE Access ◽  
2022 ◽  
pp. 1-1
Author(s):  
Z. Dai ◽  
Y. He ◽  
V. Tran ◽  
N. Trigoni ◽  
A. Markham
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Angle Of Arrival ◽  
Software Defined Radios

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

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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