The challenges of modern computing and new opportunities for optics

C Li, X Zhang, J Li, T Fang, X Dong - PhotoniX, 2021 - Springer
In recent years, the explosive development of artificial intelligence implementing by artificial
neural networks (ANNs) creates inconceivable demands for computing hardware. However …

Tutorial on optoelectronic oscillators

M Li, T Hao, W Li, Y Dai - APL Photonics, 2021 - pubs.aip.org
Microwave photonic approaches for the generation of microwave signals have attracted
substantial attention in recent years, thanks to the significant advantages brought by …

[PDF][PDF] 光学神经网络及其应用

陈蓓, 张肇阳, 戴庭舸, 余辉, 王曰海… - Laser & Optoelectronics …, 2023 - researchgate.net
摘要由于光传输具备高通量, 低延迟, 低能耗等优势, 光学神经网络有望应对目前人工智能技术
发展中所面临的能耗和计算效率的挑战, 成为近年来学术界和工业界的研究热点 …

Computational complexity continuum within Ising formulation of NP problems

KP Kalinin, NG Berloff - Communications Physics, 2022 - nature.com
A promising approach to achieve computational supremacy over the classical von Neumann
architecture explores classical and quantum hardware as Ising machines. The minimisation …

Photonic neural networks and its applications

B Chen, Z Zhang, T Dai, H Yu, Y Wang… - Laser & Optoelectronics …, 2023 - researching.cn
Photonic neural networks (PNNs) are proposed to balance the demands between a
substantial increase in computation ability and a decrease in computing power …

Single-Monitor Calibration for Multiple Microring Synapses

X Liu, W Zhang, J Cheng, H Zhou, J Dong - ACS Photonics, 2024 - ACS Publications
Microrings hold significant applications in optical analog computing and can be arranged in
an array to establish photonic weight banks for matrix–vector multiplication. However …

Combinatorial optimization solving by coherent Ising machines based on spiking neural networks

B Lu, YP Gao, K Wen, C Wang - Quantum, 2023 - quantum-journal.org
Spiking neural network is a kind of neuromorphic computing that is believed to improve the
level of intelligence and provide advantages for quantum computing. In this work, we …

Observation of parity-time symmetry in time-division multiplexing pulsed optoelectronic oscillators within a single resonator

H Ding, Q Cen, K Xu, M Li, Y Dai - Photonics Research, 2022 - opg.optica.org
In recent years, parity-time (PT) symmetry in optoelectronic systems has been widely
studied, due to its potential applications in lasers, sensors, topological networks, and other …

Photonic matrix computing accelerators

J Dong, H Zhou, D Huang - Neuromorphic Photonic Devices and …, 2024 - Elsevier
With the growing demand for electronic computing, data centers, and emerging artificial
intelligence applications, low latency and high energy efficiency are hard to ensure by …

Large-scale sustainable search on unconventional computing hardware

KP Kalinin, NG Berloff - arXiv preprint arXiv:2104.02553, 2021 - arxiv.org
Since the advent of the Internet, quantifying the relative importance of web pages is at the
core of search engine methods. According to one algorithm, PageRank, the worldwide web …