Coherent chiral computation without optical parametric oscillation
Yong-Pan Gao, Peng-Fei Lu, Chuan Wang

TL;DR
This paper introduces an optical micro-resonator-based coherent computing model that simulates the Ising problem, achieving fast, accurate solutions without optical parametric oscillation.
Contribution
It presents a novel optical system using whispering-gallery mode micro-resonators to efficiently simulate Ising model dynamics for solving NP-hard problems.
Findings
Simulates Ising model with full connectivity using micro-resonators
Achieves constant-time solution search for Ising problems
Demonstrates high accuracy and fast computation
Abstract
The challenge posted by modern science is to find a way to compute the NP-hard problem. Here we present a coherent computation model based on the whispering-gallery mode micro-resonators. We introduce the optically connected micro-resonators array to simulate the dynamical evolution of the Ising model with full connection while the mode chirality of the micro-resonators works as the spins of each node in the Ising model. The relaxation time, the steady state distribution, and the mode connection of the Ising spin chain are simulated with the proposed optical system. Moreover, it is found that the current scheme could be used for searching the full solutions of the corresponding Ising problem. Numerical results show that the time required is constant time. Our approach achieves high accuracy and fast computation in the realization of unconventional optimization hardware.
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Taxonomy
TopicsNeural Networks and Reservoir Computing · Quantum Information and Cryptography · Optical Network Technologies
