A Sparse Deep Transfer Learning Model and Its Application for Smart Agriculture

The introduction of deep transfer learning (DTL) further reduces the requirement of data and expert knowledge in various uses of applications, helping DNN-based models effectively reuse information. However, it often transfers all parameters from the source network that might be useful to the task....

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Bibliographic Details
Main Authors: Zhikui Chen, Xu Zhang, Shi Chen, Fangming Zhong
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Wireless Communications and Mobile Computing
Online Access:http://dx.doi.org/10.1155/2021/9957067