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Quantum Finite Automata and Quiver Algebras

Published 15 Mar 2022 in cs.FL, cs.LG, math.AG, and quant-ph | (2203.07597v2)

Abstract: We find an application in quantum finite automata for the ideas and results of [JL21] and [JL22]. We reformulate quantum finite automata with multiple-time measurements using the algebraic notion of near-ring. This gives a unified understanding towards quantum computing and deep learning. When the near-ring comes from a quiver, we have a nice moduli space of computing machines with metric that can be optimized by gradient descent.

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