Research on fusing topological data analysis with convolutional neural network

no code implementations • 19 Jun 2024 • Yang Han, Qin Guangjun, Liu Ziyuan, Hu Yongqing, Liu Guangnan, Dai Qinglong

This method combines numerical distribution features captured by CNN with topological structure features captured by TDA to improve the feature learning and representation ability of CNN.

Decision Making Topological Data Analysis