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Updated: May 27, 2025

Quantifying Cytoskeleton Dynamics Using Differential Dynamic Microscopy
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在学习和戴森-布朗运动期间的随机权重矩阵动态

Gert Aarts1, Biagio Lucini2, Chanju Park1

  • 1Swansea University, Department of Physics, Swansea SA2 8PP, United Kingdom.

Physical review. E
|February 20, 2025
PubMed
概括

我们表明,学习算法的权重矩阵更新遵循戴森-布朗运动,将随机性与学习速率和迷你批量大小联系起来. 这揭示了机器学习模型中随机矩阵理论的普遍特征.

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