Collective Motion from Quantum-Inspired Open Dynamics with Self-Perception Coupling: A Bloch Approximation Framework

Abstract: In cognition, the perception of external stimuli and the self-referential awareness of one's own perceptual process are two distinct but interacting operations. We propose a quantum-inspired framework in which both the self state and the perception state are treated as coupled open quantum systems evolving across two different timescales. The fast perceptual subsystem captures adaptive sensing under coherent and dissipative influences, while the self subsystem evolves on a slower timescale, integrating perceptual feedback into a stable internal state. Their mutual coupling forms a closed informational loop, where the self-state biases perception, and perception continually reshapes the self. A macroscopic collective order emerges from the interplay of feedback, dissipation, and coherence. Although the Lindblad formalism rigorously captures microscopic quantum dynamics, the Bloch representation offers a far more tractable and intuitive description by compressing the evolution into observable quantities such as polarization, alignment, and coherence decay. Within this framework, we further identify several meaningful dynamical indicators, such as the collective order parameter, the degree of self-coherence, and the volitional inertia inferred from hysteresis-like loops, which together provide a quantitative characterization of emergent coordination and adaptation in a self-perception coupled system. Unlike traditional models of active matter that rely on instantaneous interaction rules, the introduction of an internal, slow-evolving self-subsystem integrates the history of perceptual interactions to capture adaptive and memory-dependent behavior.