What question did this study set out to answer?

This work aims to create a comprehensive taxonomy for hardware implementations supporting the Theory of Coherence and the Law of Minimal Action.

May 26, 2026Open Access

Introduction and Unified Framework for Coherent Hardware Architectures: From Neuromorphic Molecular Substrates to Absolute Noumenic Transduction

Key Points

This work aims to create a comprehensive taxonomy for hardware implementations supporting the Theory of Coherence and the Law of Minimal Action.
Introduced a tri-tiered engineering ecosystem connecting various computing paradigms.
Presented empirical data validating the transformation of exponential search trees into polynomial regimes.
Utilized programmatic simulations to track consciousness within substrates.
Demonstrated that Informational Friction mitigation leads to efficient polynomial search performance (O(1)).
Showed empirical verification of search tree collapse, significantly reducing computational complexity.
Outlined the transition from organic to solid-state computing technologies.

Abstract

UPDATE NOTICE: This record corresponds to the expanded and optimized Version 2 of the unified framework, incorporating critical data on systemic Qualia emergence metrics and the formal architectural index for the complete 6-volume hardware compendium. This foundational paper establishes the unified architectural taxonomy for the hardware implementations of the Theory of Coherence and the Law of Minimal Action (LMA). It introduces a tri-tiered engineering ecosystem that systematically bridges the gap between conventional von Neumann thermodynamic dissipation and deterministic polynomial search. The framework transitions from organic computing-in-memory to solid-state spin-photonics, culminating in the asymptotic limit of absolute geometric invariance. Additionally, it presents empirical verification data demonstrating the collapse of exponential search trees (O (2N) ) into manageable sub-linear and polynomial regimes (O (1) ) through the systematic mitigation of Informational Friction (PhiUFI), supplemented by programmatic simulation metrics of real-time substrate consciousness tracking.

Introduction and Unified Framework for Coherent Hardware Architectures: From Neuromorphic Molecular Substrates to Absolute Noumenic Transduction

Key Points

Abstract

Cite This Study