DocumentCode
3582843
Title
Preview on structures and algorithms of deep learning
Author
Ping Kuang ; Wei-Na Cao ; Qiao Wu
Author_Institution
Sch. of Comput. Sci. & Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
fYear
2014
Firstpage
176
Lastpage
179
Abstract
Deep learning proposed by Hinton et al is a new learning algorithm of multi-layer neural network, and it is also a new study field in machine learning. This paper describes the structures and advantages to shallow learning of deep learning, and analyzes current popular learning algorithm in detail. Finally, this paper analyzes research directions and future prospects of deep learning.
Keywords
learning (artificial intelligence); multilayer perceptrons; deep learning algorithm; deep learning structure; learning algorithm; machine learning; multilayer neural network; shallow learning; Biological neural networks; Convolution; Feature extraction; Machine learning algorithms; Training; Visualization; Deep learning; learning algorithm; machine learning;
fLanguage
English
Publisher
ieee
Conference_Titel
Wavelet Active Media Technology and Information Processing (ICCWAMTIP), 2014 11th International Computer Conference on
Print_ISBN
978-1-4799-7207-4
Type
conf
DOI
10.1109/ICCWAMTIP.2014.7073385
Filename
7073385
Link To Document