Authors : Hwajoon Kim
Abstract: We would like to give a mathematical concept in the establishment of definition of convolution in deep learning and the mathematical tool used is a matrix. The methodology used is to analyze the intersection of the mathematical meaning and the engineering meaning of the concept of convolution and through it we would like to establish the definition of convolution to give practical help to CNN technology of deep learning.
Hwajoon Kim , 2019. The Definition of Convolution in Deep Learning by using Matrix. Journal of Engineering and Applied Sciences, 14: 2272-2275. Asian Journal of Information Technology, 18: 250-260.