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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Chao Chen

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Open access Oct 2026

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

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 GPU streaming pipeline that computes persistence diagrams of cubical complexes induced by 2D and 3D images. TopoGPU streams the input image...

Fan Wang, Hubert Wagner, R. Chowdhury et al. · 0 citations

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