GPU-Accelerated Computation of Persistent Homology for Topological Analysis of Image Data

Fan Wang, Hubert Wagner, Rezaul Chowdhury +1

In recent years, persistent homology has seen rapid adoption in deep learning, yet its computation remains a major bottleneck in network training. This paper introduces TopoGPU, a…