Combinatorial optimization by weight annealing in memristive hopfield networks

Abstract The increasing utility of specialized circuits and growing applications of optimization call for the development of efficient hardware accelerator for solving optimization problems. Hopfield neural network is a promising approach for solving combinatorial optimization problems due to the re...

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Bibliographic Details
Main Authors: Z. Fahimi, M. R. Mahmoodi, H. Nili, Valentin Polishchuk, D. B. Strukov
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/a9912a0b21814b2e85547987c06591ba
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