scholarly journals Enhanced gradient learning for deep neural networks

2021 ◽  
Author(s):  
Ming Yan ◽  
Jianxi Yang ◽  
Cen Chen ◽  
Joey Tianyi Zhou ◽  
Yi Pan ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Gradient Learning

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

Study on Intelligent Security Camera Systems for the Automated Detection of Nighttime Snatching Incidents using Deep Neural Networks

2016 ◽  
Vol 136 (10) ◽  
pp. 727-734 ◽  
Author(s):  
Itaru Nagayama ◽  
Akira Miyahara ◽  
Koichi Shimabukuro
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Automated Detection ◽  
Camera Systems ◽  
Intelligent Security

Financial Market Prediction and Improving the Performance Based on Large-scale Exogenous Variables and Deep Neural Networks

2020 ◽  
Vol 9 (4) ◽  
pp. 26-35
Author(s):  
Sung Gil Cheon ◽  
Ju Hong Lee ◽  
Bum Ghi Choi ◽  
Jae Won Song
Keyword(s):  
Neural Networks ◽  
Financial Market ◽  
Large Scale ◽  
Deep Neural Networks ◽  
Exogenous Variables

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

Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home

2017 ◽  
Author(s):  
Chanwoo Kim ◽  
Ananya Misra ◽  
Kean Chin ◽  
Thad Hughes ◽  
Arun Narayanan ◽  
...  
Keyword(s):  
Neural Networks ◽  
Speech Recognition ◽  
Large Scale ◽  
Deep Neural Networks ◽  
Far Field

Binaural Reverberant Speech Separation Based on Deep Neural Networks

2017 ◽  
Author(s):  
Xueliang Zhang ◽  
DeLiang Wang
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Speech Separation ◽  
Reverberant Speech
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