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Исследования2026年9月10日
A Function-Space Approach to the Statistical Mechanics of Learning Dynamics
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…
Yizhou Zhang, Weichen Wu, Lun Du, Zhengjie Miao·arXiv — cs.AI
Original SourceKey Takeaways
- 01.arXiv:2609.09589v1 Announce Type: new Abstract: Deep neural networks exhibit regular macroscopic behavior despite highly nonlinear dynamics in vast parameter spaces
- 02.We develop a statistical-mechanical description of learning directly in function space, treating parameter…
This material is provided as an extended analytical summary.
Read full article at sourceAggregated within AI Qazaqstan national intelligence stream with author attribution.
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