2 papers
physics.app-ph2022
Reinforcement learning enabled the design of compact and efficient integrated photonic devices
Mirbek Turduev, Emre Bor, Onur Alparslan +4
In this paper, we introduce the design approach of integrated photonic devices by employing reinforcement learning known as attractor selection. Here, we combined three-dimensional…
cs.NI2015
A Highly Tunable Virtual Topology Controller
Y. Sinan Hanay, Shinichi Arakawa, Masayuki Murata
Much research in the last two decades has focused on Virtual Topology Reconfiguration (VTR) problem. However, most of the proposed methods either has low controllability, or the an…