Knowledge Network Node
Computer Science. 2015, (05) Core

Research Progress on Deep LearningChinese Full Text

GUO Li-li;DING Shi-fei;School of Computer Science and Technology,China University of Mining and Technology;Key Laboratory of Intelligent Information Processing,Institute of Computing Technology,Chinese Academy of Sciences;

Abstract: Deep learning plays an important role in machine learning.If shallow learning is a wave of machine learning,as a new field of machine learning,the deep learning will set off another wave of machine learning.Deep learning establishes and simulates the human brain’s hierarchical structure to extract the external input data’s features from lower to higher,which can explain the external data.Firstly,this paper discussed the origin of deep learning.Secondly,it described the common methods of deep lea... More
Keywords：

Machine learning; Shallow learning; Deep learning; CNNs; DBNs;

  • Series：

    (I) Electronic Technology ＆ Information Science

  • Subject：

    Automation Technology

  • Classification Code：

    TP181

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