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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

Nicholas K. Branigan

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2 papers indexed here

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Open access Aug 2026

Excitation-inhibition balance dynamics across brain networks during naturalistic behavior

A dual-color multisite spectrally- resolved fiber photometry platform is developed to simultaneously record genetically defined E and I populations across four cortical regions and identifies transient E-I imbalance as a normal feature of naturalistic behavior, with implications for understanding network dysfunction in...

Nicholas K. Branigan, T. Nghiem, T. Chao et al. · 0 citations
Open access Aug 2026

Whole-brain modeling of dynamic causal circuits in human cognition using amortized variational inference

Applied to Human Connectome Project data, MDSI-AVI reveals new insights into working memory mechanisms, identifying the dorsal anterior insula as a critical hub influencing activity at the whole-brain level and demonstrating task-dependent modulation of causal influences.

Byeongwook Lee, Louis Rouillard, L. L. Diniz et al. · 0 citations

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