{"type": "article", "title": "Fixed Points Without Fixed Diffusion: Implicit Neural Sheaves for Convergent Test-Time Computation", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/fixed-points-without-fixed-diffusion-implicit-neural-sheaves-for-convergent-test", "original_source": "https://arxiv.org/abs/2609.30277", "published": "2026-09-29T04:00:00+00:00", "accessed": "2026-09-29", "id": "fixed-points-without-fixed-diffusion-implicit-neural-sheaves-for-convergent-test"}