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Author

Hai Nguyen

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#graph neural networks Open access Sep 2026

Biomimetic Spiking Neural Graph Dynamics: Neuromorphic Memory Consolidation and Neurotransmitter Modulation in Autonomous Cognitive Operating Systems

Version 2.0 (Camera-Ready Release): Major Mathematical & Algorithmic Revisions This version (v2.0) delivers a peer-reviewed, camera-ready scientific edition incorporating rigorous mathematical foundations, improved formal proofs, and publication-grade typographical refinements: Sub-threshold Soma Gating Lemma (Theorem...

Hai Nguyen · 0 citations
#large language models Open access Sep 2026

Autonomous Agents as First-Class Operating System Entities: Formal Architecture, Deterministic Protocols, and Self-Regulating Runtimes

Modern multi-agent architectures predominantly treat autonomous agents driven by Large Language Models (LLMs) as unmanaged application-level loops interacting through stateless, unbounded prompts. In long-running computing environments, this abstraction mismatch induces severe system-level pathologies, including nondet...

Hai Nguyen · 0 citations

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