Energy and Performance Benchmarking of a Domain Wall-Magnetic Tunnel Junction Multibit Adder
Journal Article
·
· IEEE Journal on Exploratory Solid-State Computational Devices and Circuits
The domain wall (DW)-magnetic tunnel junction (MTJ) device implements universal Boolean logic in a manner that is naturally compact and cascadable. However, an evaluation of the energy efficiency of this emerging technology for standard logic applications is still lacking. In this work, we use a previously developed compact model to construct and benchmark a 32-bit adder entirely from DW-MTJ devices that communicates with DW-MTJ registers. The results of this large-scale design and simulation indicate that, while the energy cost of systems driven by spin-transfer torque (STT) domain wall motion is significantly higher than previously predicted, the same concept using spin-orbit torque (SOT) switching benefits from an improvement in the energy per operation by multiple orders of magnitude, attaining competitive energy values relative to a comparable CMOS sub-processor component. This result clarifies the path towards practical implementations of an all-magnetic processor system.
- Research Organization:
- Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States); Sandia National Laboratories, Livermore, CA
- Sponsoring Organization:
- USDOE National Nuclear Security Administration (NNSA)
- Grant/Contract Number:
- AC04-94AL85000; NA0003525
- OSTI ID:
- 1595031
- Alternate ID(s):
- OSTI ID: 1617327
- Report Number(s):
- SAND--2019-14855J; SAND--2020-4455J; 682344
- Journal Information:
- IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, Journal Name: IEEE Journal on Exploratory Solid-State Computational Devices and Circuits Journal Issue: 2 Vol. 5; ISSN 2329-9231
- Country of Publication:
- United States
- Language:
- English
Similar Records
A domain wall-magnetic tunnel junction artificial synapse with notched geometry for accurate and efficient training of deep neural networks
Journal Article
·
Sun May 16 20:00:00 EDT 2021
· Applied Physics Letters
·
OSTI ID:1784862