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20172026
most cited11 TeraFLOPs per second photonic convolutional accelerator for deep learning optical neural networks

1.5k citations · 11k across the 58 of their papers we have counts for

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5 papers · 1 filter

eess.SP2023★ 50 cited

Maximizing the performance for microcomb based microwave photonic transversal signal processors

Yang Sun, Jiayang Wu, Yang Li +8

Microwave photonic (MWP) transversal signal processors offer a compelling solution for realizing versatile high-speed information processing by combining the advantages of reconfig…

eess.SP2021

Optical Adaptive LMS Equalizer with an Opto-electronic Feedback Loop

Xumeng Liu, Xingyuan Xu, Arthur James Lowery

We propose a photonic adaptive Least-Mean-Squares equalizer with an opto-electronic feedback loop to determine the updating of an optical Finite-Impulse-Response filter's weights,…

eess.SP2021★ 4 cited

Photonic single perceptron at Giga-OP/s speeds with Kerr microcombs for scalable optical neural networks

Mengxi Tan, Xingyuan Xu, David J. Moss

Optical artificial neural networks (ONNs) have significant potential for ultra-high computing speed and energy efficiency. We report a novel approach to ONNs that uses integrated K…

eess.SP2019★ 466 cited

Microwave and RF signal processing based on integrated soliton crystal optical microcombs

Xingyuan Xu, Mengxi Tan, Jiayang Wu +3

Microcombs are powerful tools as sources of multiple wavelength channels for photonic RF signal processing. They offer a compact device footprint, large numbers of wavelengths, and…

eess.SP2018★ 1 cited

Photonic single sideband RF generator based on an integrated optical micro-ring resonator

Xingyuan Xu, Jiayang Wu, Mengxi Tan +6

We demonstrate narrowband orthogonally polarized optical RF single sideband generation as well as dual-channel equalization based on an integrated dual-polarization-mode high-Q mic…