[HTML][HTML] Spintronic devices as next-generation computation accelerators

VH González, A Litvinenko, A Kumar, R Khymyn… - Current Opinion in Solid …, 2024 - Elsevier
The ever increasing demand for computational power combined with the predicted plateau
for the miniaturization of existing silicon-based technologies has made the search for low …

Photonic Ising machines for combinatorial optimization problems

Y Gao, G Chen, L Qi, W Fu, Z Yuan… - Applied Physics …, 2024 - pubs.aip.org
The demand for efficient solvers of complicated combinatorial optimization problems,
especially those classified as NP-complete or NP-hard, has recently led to increased …

Integrated probabilistic computer using voltage-controlled magnetic tunnel junctions as its entropy source

C Duffee, J Athas, Y Shao, ND Melendez… - arXiv preprint arXiv …, 2024 - arxiv.org
Probabilistic Ising machines (PIMs) provide a path to solving many computationally hard
problems more efficiently than deterministic algorithms on von Neumann computers …

A numerical model for time-multiplexed Ising machines based on delay-line oscillators

RV Ovcharov, VH González, A Litvinenko… - arXiv preprint arXiv …, 2024 - arxiv.org
Ising machines (IM) have recently been proposed as unconventional hardware-based
computation accelerators for solving NP-hard problems. In this work, we present a model for …

Analysis and applications of spintronic oscillators in artificial intelligence and combinatorial optimization problems

L Mazza - 2024 - tesidottorato.depositolegale.it
This thesis investigates the use of spintronic oscillators for artificial intelligence (AI) and
combinatorial optimization applications, effectively using their inherent physical …