Abstract:The paper inquiries into the relativity problem between input information and over-complete dictionary from the mathematical
viewpoint and their inner relationships. On this foundation, we analyze and revise the over- complete dictionaries to enhance
the level and adaptability of deep learning, and lay the foundations of the dictionary design in the future.
卫小强. 基于深度学习的过完备字典稀疏
表示的矩阵分析[J]. 电脑与电信, 2017, 1(7): 97-99.
Wei Xiaoqiang. The Matrix Analysis on Over-complete Dictionary and Sparse Representation
Based on Deep Learning. Computer & Telecommunication, 2017, 1(7): 97-99.