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Bibliographic Details
Main Author: LI, NING
Format: Recurso digital
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Published: Zenodo 2026
Online Access:https://doi.org/10.5281/zenodo.18132447
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  • <p><strong>Abstract</strong></p> <p>This paper presents the theoretical framework and computational verification for the <strong>Offline Neural Plasticity Homeostasis (ONPH) Hypothesis</strong>. The ONPH framework proposes a novel neurobiological mechanism wherein sleep functions as an active, <strong>bidirectional adjudication system</strong> rather than a passive rest state.</p> <p><strong>Core Hypotheses:</strong></p> <ul> <li><strong>Bidirectional Adjudication:</strong> Sleep cycles consolidate wake-confirmed memories (LTP) while actively pruning unconfirmed neural noise via homeostatic downscaling (LTD).</li> <li><strong>Instinct Preservation:</strong> Phylogenetic memories (instincts) are protected against disuse atrophy through endogenous activation during REM sleep.</li> </ul> <p><strong>Methodology & Results:</strong></p> <p>We validated these mechanisms using stochastic differential equations (SDEs) and large-scale Monte Carlo simulations (N=30,000). The simulation results reveal a critical "Golden Bifurcation" phase transition at Day 2. Statistical analysis (One-way ANOVA, p < 0.001) confirms that wake-phase confirmation acts as a necessary selection filter, allowing valid memories to breach the replay threshold while suppressing noise. The full raw dataset and source code are included in this package for replication.</p>