activity
20192023
most citedProspects and applications of photonic neural networks

181 citations · 460 across the 6 of their papers we have counts for

collaborators

6 papers

eess.SY2023★ 23 cited

Fast WDM provisioning with minimal probing: the first field experiments for DC exchanges

Hideki Nishizawa, Toru Mano, Thomas Ferreira De Lima +16

We propose an approach to estimate the end-to-end GSNR accurately in a short time when a data center interconnect (DCI) network operator receives a service request from users, not…

physics.optics2023★ 1 cited

A system-on-chip microwave photonic processor solves dynamic RF interference in real time with picosecond latency

Weipeng Zhang, Joshua C. Lederman, Thomas Ferreira de Lima +6

Radio-frequency interference is a growing concern as wireless technology advances, with potentially life-threatening consequences like interference between radar altimeters and 5G…

eess.SP2022★ 65 cited

Broadband physical layer cognitive radio with an integrated photonic processor for blind source separation

Weipeng Zhang, Alexander Tait, Chaoran Huang +6

The expansion of telecommunications incurs increasingly severe crosstalk and interference, and a physical layer cognitive method, called blind source separation (BSS), can effectiv…

cs.ET2021★ 181 cited

Prospects and applications of photonic neural networks

Chaoran Huang, Volker J. Sorger, Mario Miscuglio +13

Neural networks have enabled applications in artificial intelligence through machine learning, and neuromorphic computing. Software implementations of neural networks on convention…

physics.app-ph2021★ 163 cited

Silicon microring synapses enable photonic deep learning beyond 9-bit precision

Weipeng Zhang, Chaoran Huang, Hsuan-Tung Peng +6

Deep neural networks (DNN) consist of layers of neurons interconnected by synaptic weights. A high bit-precision in weights is generally required to guarantee high accuracy in many…

physics.app-ph2019★ 27 cited

Programmable Silicon Photonic Optical Thresholder

Chaoran Huang, Thomas Ferreira de Lima, Aashu Jha +4

We experimentally demonstrate an all-optical programmable thresholder on a silicon photonic circuit. By exploiting the nonlinearities in a resonator-enhanced Mach-Zehnder interfero…