Unleashing the Power of Memristors in High-Precision Computing

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Unleashing the Power of Memristors in High-Precision Computing
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An exemplar photograph of an integrated chip containing memristor crossbar arrays of various sizes made at UMass Amherst. Credit: Can Li

A team of researchers including University of Massachusetts Amherst engineers have proven that their analog computing device, called a memristor, can complete complex, scientific computing tasks while bypassing the limitations of digital computing.material modeling to large-scale climate science—can be explored using complex equations. However, today’s digital computing systems are reaching their limit for performing these computations in terms of speed, energy consumption, and infrastructure.

The team’s in-memory computing relies on an electrical component called a memristor—a combination of memory and resistor . A memristor controls the flow of electrical current in a circuit, while also “remembering” the prior state, even when the power is turned off, unlike today’s transistor-based computer chips, which can only hold information while there is power. The memristor device can be programmed into multiple resistance levels, increasing the information density in one cell.

For the proof-of-principle demonstration, the memristor solved static and time-evolving partial differential equations, Navier-Stokes equations, and magnetohydrodynamics problems.

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