Deep Learning as Ricci Flow
📖 _Scientific Reports_ · 2024 — A formal connection between deep learning dynamics and Ricci flow on Riemannian manifolds, giving a geometric framework for neural network training.
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B. D. Macarthur
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1 min read
Charting cellular differentiation trajectories with Ricci flow
📖 _Nature Communications_ · 2024 — Using Ricci flow to chart cellular differentiation trajectories and reveal the geometric structure of gene expression landscapes during …
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