# Cryogenic Memory Architecture Integrating Spin Hall Effect based Magnetic Memory and Superconductive Cryotron Devices

## TL;DR

This paper presents a cryogenic memory architecture combining spin Hall effect magnetic memory and superconducting cryotron devices, achieving low energy consumption and reliable operation at 4 K for high-performance and quantum computing applications.

## Contribution

It introduces a novel cryogenic memory array integrating magnetic tunnel junctions with superconducting cryotron elements, demonstrating low-energy, reliable operation at cryogenic temperatures.

## Key findings

- Memory write energy is approximately 8 pJ.
- Bit select error rates are below 10^{-6}.
- Array can be fully addressed with high reliability.

## Abstract

One of the most challenging obstacles to realizing exascale computing is minimizing the energy consumption of L2 cache, main memory, and interconnects to that memory. For promising cryogenic computing schemes utilizing Josephson junction superconducting logic, this obstacle is exacerbated by the cryogenic system requirements that expose the technology's lack of high-density, high-speed and power-efficient memory. Here we demonstrate an array of cryogenic memory cells consisting of a non-volatile three-terminal magnetic tunnel junction element driven by the spin Hall effect, combined with a superconducting heater-cryotron bit-select element. The write energy of these memory elements is roughly 8 pJ with a bit-select element, designed to achieve a minimum overhead power consumption of about 30%. Individual magnetic memory cells measured at 4 K show reliable switching with write error rates below $10^{-6}$, and a 4x4 array can be fully addressed with bit select error rates of $10^{-6}$. This demonstration is a first step towards a full cryogenic memory architecture targeting energy and performance specifications appropriate for applications in superconducting high performance and quantum computing control systems, which require significant memory resources operating at 4 K.

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Source: https://tomesphere.com/paper/1907.00942