Depth Fragility and Skeletal Universality: Decoupling Topology and Function in Deep Neural Networks
Deep neural networks (DNNs) are traditionally analyzed as black-box function approximators, yet their internal structure exhibits phase transitions characteristic of complex physical systems. In this study, we investigate <i>topological–functional decoupling</i>—the phenomenon whereby a network reta...
Furkejuvvon:
| Váldodahkkit: | , , , |
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| Materiálatiipa: | Artigo |
| Giella: | Inglês |
| Almmustuhtton: |
MDPI AG
2026-04-01
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| Ráidu: | Mathematics |
| Fáttát: | |
| Liŋkkat: | https://www.mdpi.com/2227-7390/14/9/1438 |
| Fáddágilkorat: |
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