Quantum Computing and Machine Learning on an Integrated Photonics Platform
Huihui Zhu, Hexiang Lin, Shaojun Wu, Wei Luo, Hui Zhang, Yuancheng Zhan, Xiaoting Wang, A. Q. Liu, L. C. Kwek
Abstract
Integrated photonic chips leverage the recent developments in integrated circuit technology, along with the control and manipulation of light signals, to realize the integration of multiple optical components onto a single chip. By exploiting the power of light, integrated photonic chips offer numerous advantages over traditional optical and electronic systems, including miniaturization, high-speed data processing and improved energy efficiency. In this review, we survey the current status of quantum computation, optical neural networks and the realization of some algorithms on integrated optical chips.
Topics & Concepts
PhotonicsComputer scienceQuantum computerQuantumOptoelectronicsPhysicsQuantum mechanicsNeural Networks and Reservoir ComputingQuantum Information and CryptographyQuantum Computing Algorithms and Architecture