Between Dec 19, 2024 and Jan 2, 2025, datasets can be submitted to DRUM but will not be processed until after the break. Staff will not be available to answer email during this period, and will not be able to provide DOIs until after Jan 2. If you are in need of a DOI during this period, consider Dryad or OpenICPSR. Submission responses to the UDC may also be delayed during this time.

Browsing by Author "Stephan, Andrew"

Now showing 1 - 1 of 1
  • Thumbnail Image
    Item
    Spintronic Devices for Neuromorphic Computing
    (2020-07) Stephan, Andrew
    Neuromorphic and spintronic computing are two different technologies that have progressed significantly in recent years. The former has seen advancement in algorithms and hardware implementations that solve previously intractable problems in data processing and classification, while the latter has seen the advent of an entirely new class of physical computing primitives. In particular, spin-torque-switched magnetic tunnel junctions and magnetelectric-ferromagnetic heterostructures are promising candidates for neuromimetic devices. Using physics-based model simulations of SHE-MTJ and ME-FM circuits, I predict the performance of various spintronic neural network formulations on standard benchmarking tasks and show that circuits like these are likely to be the neuromorphic hardware of the future.