1DCNN Fault Diagnosis Based on Cubic Spline Interpolation Pooling

The conventional pooling method for processing one-dimensional vibration signals may lead to certain issues, such as weakening and loss of feature information. The present study proposes the cubic spline interpolation pooling method. The method is appropriate for processing one-dimensional signals....

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Bibliographic Details
Main Authors: Shuzhan Huang, Jian Tang, Juying Dai, Yangyang Wang, Junjie Dong
Format: Article
Language:English
Published: Wiley 2020-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2020/1949863
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