A Non-Linear Partial Differential Equation Solver Based on Analog Memristor Crossbar Arrays

A Non-Linear Partial Differential Equation Solver Based on Analog Memristor Crossbar Arrays

An analog memristor-crossbar-array-based non-linear partial differential equation (PDE) solver is developed and verified through circuit-level simulations using realistic memristor device data. Several methodologies are suggested for the matrix-vector multiplication (MVM) and weight update (WU) oper...

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Bibliographic Details
Main Authors: Jiabao Ye, Bing Chen, Nuo Xu, Jiantao Zhou, Rongjun Mu, Chao Du, Wei D. Lu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of the Electron Devices Society
Subjects:
In-memory computing
non-linear partial differential equation (PDE)
memristor
crossbar
Online Access:https://ieeexplore.ieee.org/document/11015549/
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https://ieeexplore.ieee.org/document/11015549/

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