"Quantum Memristors with Quantum Computers" appeared in Physical Review Applied.

"Quantum Memristors with Quantum Computers" appeared in Physical Review Applied.

Event Date: August 31, 2022
Our work on quantum memristor appeared in Physical Review Applied today. It's time for some quantum neuromorphic studies!

 

Abstract - We propose the encoding of memristive quantum dynamics on a digital quantum computer. Using a set of auxiliary qubits, we simulate an effective non-Markovian environment inspired by a collisional model, reproducing memristive features between expectation values of different operators in a single qubit. We numerically test our proposal in an IBM quantum simulator with 32 qubits, obtaining a pinched hysteresis curve that characterizes our quantum memristor model. Furthermore, we extend our method to the case of two coupled quantum memristors, opening the door to the study of neuromorphic quantum computing in the current noisy devices.

Related Link: https://journals.aps.org/prapplied/abstract/10.1103/PhysRevApplied.18.024082