SkillCheckCategoriesMethodology

chaotic-regularization-recurrent-networks 86/100

Link microscopic chaos in recurrent neural networks to macroscopic geometry of neural representations using kernel methods and dynamical mean-field theory. Chaotic dynamics act as intrinsic regularizer enhancing generalization while preserving expressivity.

no risky patterns detected

Type: Agent skill (SKILL.md) · Category: Maps, Travel & Location · Source: https://github.com/hiyenwong/ai_collection/tree/HEAD/collection/skills/ai-ml/cha

Score breakdown

Capabilities (fewer powerful permissions = higher)50/50
Maintenance21/35
Documentation15/15

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