Researchers realize a driven-dissipative Ising spin glass using a cavity quantum electrodynamics setup

Spin glasses are physical systems in which the small magnetic moments of particles (i.e., spins) interact with each other in ...
IEEE

A Fully Symmetric Oscillator-Based CMOS Ising Machine Architecture With Successive Approximation Sampling and Power Efficient Solution Refinement

Abstract: The Ising machine is regarded as a promising computing architecture for obtaining approximate solutions to some nondeterministic polynomial time hard (NP-hard) problems. Utilizing a CMOS ...
IEEE

Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models

Abstract: We investigate the efficiency of deep neural networks for approximating scoring functions in diffusion-based generative modeling. While existing approximation theories leverage the ...