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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

M. Sperling

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Review Aug 2026

Biallelic IRAK4 Variants Associated with Severe Neurological Autoinflammation: An Expansion of the Clinical Phenotype

Six patients from five unrelated families with biallelic, rare IRAK4 variants presenting with severe, persistent autoinflammation without immunodeficiency are identified and a strongly concordant clinical and radiological phenotype emerges of IRAK4-mediated autoinflammation, expanding the phenotypic and mutational spec...

E. Wiener, R. Rius, C. D. Dominguez Gonzalez et al. · 0 citations
Preprint Aug 2026

Topological Simplification in Predictive Coding Networks

The results suggest that persistent homology offers a useful quantitative lens on the compression--reconstruction tradeoff in PCNs, and that both model capacity and the recurrent, bidirectional dynamics of predictive coding inference shape when this tradeoff is resolved across layers.

Adam Shaw, J. Li, M. Sperling et al. · 0 citations

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