From the 1 of 4 linked papers with an AI index.
4 papers
Photonic Ising machines toward and beyond a million spins
A. Aadhi, Nayem Al-Kayed, Tristan Austin +8
The paper reviews the state of photonic Ising machines, highlighting scalability, connectivity, and reconfigurability challenges, and outlines advances needed to build systems with…
L0-regularized compressed sensing with Mean-field Coherent Ising Machines
Mastiyage Don Sudeera Hasaranga Gunathilaka, Yoshitaka Inui, Satoshi Kako +4
Coherent Ising Machine (CIM) is a network of optical parametric oscillators that solves combinatorial optimization problems by finding the ground state of an Ising Hamiltonian. As…
Highly Versatile FPGA-Implemented Cyber Coherent Ising Machine
Toru Aonishi, Tatsuya Nagasawa, Toshiyuki Koizumi +5
In recent years, quantum Ising machines have drawn a lot of attention, but due to physical implementation constraints, it has been difficult to achieve dense coupling, such as full…
Dynamic Anisotropic Smoothing for Noisy Derivative-Free Optimization
Sam Reifenstein, Timothee Leleu, Yoshihisa Yamamoto
We propose a novel algorithm that extends the methods of ball smoothing and Gaussian smoothing for noisy derivative-free optimization by accounting for the heterogeneous curvature…