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Quantum State Machines: A Novel Computational Paradigm for Adaptive Learning

Year: 2025

Type: article

Abstract: This paper introduces Quantum State Machines (QSMs), a new model of computation that di- verges from both classical and quantum computing paradigms. A QSM operates not on definite states, but on probability distributions over a state space. Computation is driven by events that evolve these distributions, and the act of observation collapses the probability space into a definite state, providing a natural bridge between possibility and reality.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.17196628

Author: Antunes, Roberto Marco

Language: English

Topic: Quantum Computing Algorithms and Architecture

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7083298341

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