Published March 29, 2024 | Version v1
Journal article

Programmable electrical coupling between stochastic magnetic tunnel junctions

  • 1. Institute for Research in Electronics and Applied Physics, University of Maryland
  • 2. Physical Measurement Laboratory, National Institute of Standards and Technology
  • 3. CEA, CNRS, Grenoble INP, SPINTEC, University Grenoble Alpes

Description

Superparamagnetic tunnel junctions (SMTJs) are promising sources of randomness for compact and energy-efficient implementations of probabilistic computing techniques. Augmenting an SMTJ with electronic circuits, to convert the random telegraph fluctuations of its resistance state to stochastic digital signals, gives a basic building block known as a probabilistic bit or p-bit. Though scalable probabilistic computing methods connecting p-bits have been proposed, practical implementations are limited by either minimal tunability or energy-inefficient microprocessors in the loop. In this work, we experimentally demonstrate the functionality of a scalable analog unit cell, namely a pair of p-bits with programmable electrical coupling. This tunable coupling is implemented with operational amplifier circuits that have a time constant of approximately 1μs, which is faster than the mean dwell times of the SMTJs over most of the operating range. Programmability enables flexibility, allowing both positive and negative couplings, as well as coupling devices with widely varying device properties. These tunable coupling circuits can achieve the whole range of correlations from 1 to 1, for both devices with similar time scales, and devices whose time scales vary by an order of magnitude. This range of correlation allows such circuits to be used for scalable implementations of simulated annealing with probabilistic computing.

Additional details

Identifiers

DOI
10.1103/PhysRevApplied.21.034064;
arXiv
arXiv:2312.13171;
Crossref Funder ID
10.13039/100000161; 10.13039/100000001; 10.13039/501100001665; 10.13039/100008510;

Publishing Information

Journal Title
Physical Review Applied
Journal Volume
21
Journal Issue
3
Journal Page Range
11 pgs.
ISSN
2331-7019

Optional Information

Copyright
© 2024 American Physical Society
Contract/Grant/Project number
70NANB14H209; CCF-CISE-ANR-FET-2121957
Notes
Contact Email: advait.madhavan@nist.gov; Record automatically processed
Funding organization
National Institute of Standards and Technology; National Science Foundation; Agence Nationale de la Recherche; University of Maryland