# A Function-Space Approach to the Statistical Mechanics of Learning Dynamics

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> 标题为英语

> 全文为英语

**Published:** 2026年9月10日
**Author:** Yizhou Zhang, Weichen Wu, Lun Du, Zhengjie Miao
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/a-function-space-approach-to-the-statistical-mechanics-of-learning-dynam

arXiv:2609.09589v1 Announce Type: new Abstract: Deep neural networks exhibit regular macroscopic behavior despite highly nonlinear dynamics in vast parameter spaces. We develop a statistical-mechanical description of learning directly in function space, treating parameter…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2609.09589)

**标签：** #arXiv

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