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intellecton/papers/project_paper_2_neuroscience

Paper 2: The Cortical Markov Blanket

Executive Overview

This paper establishes a mathematically rigorous synthesis between Friston's Free Energy Principle and Tononi's Integrated Information Theory. It formulates a minimal viable agent bounded by a full Markov Blanket grounded in the canonical cortical microcircuit. By leveraging the steady-state Lyapunov equation, it demonstrates the conditional independence of the blanket. Furthermore, it mathematically guarantees strictly positive intrinsic integrated information (\Phi > 0) for biological cortical columns by applying the Intrinsic Difference metric over the continuous stationary density.

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