National Central University

Chih-Hsuan Yang

Jia-Ching Wang

Chien-Yao Wang

A machine learning method and a machine learning device are provided. The machine learning method includes: receiving an input signal and performing normalization on the input signal; transmitting the normalized input signal to a convolutional layer; and adding a sparse coding layer after the convolutional layer, wherein the sparse coding layer uses dictionary atoms to reconstruct signals on a projection of the normalized input signal passing through the convolutional layer, and the sparse coding layer receives a mini-batch input to refresh the dictionary atoms.

Growing community of inventors

Taoyuan, Taiwan

Chih-Hsuan Yang