activity
20172024
most cited11 TeraFLOPs per second photonic convolutional accelerator for deep learning optical neural networks

1.5k citations · 4.1k across the 16 of their papers we have counts for

collaborators

25 papers

physics.optics20241 cited

Ultra-wideband integrated microwave photonic multi-parameter measurement system on thin-film lithium niobate

Yong Zheng, Zhen Han, LiHeng Wang +13

Research on microwave signal measurement techniques is risen, driven by the expanding urgent demands of wireless communication, global positioning systems, remote sensing and 6G ne…

physics.app-ph2021215 cited

Integral order photonic RF and microwave signal processors based on soliton crystal Kerr micro-combs

Mengxi Tan, Xingyuan Xu, David J. Moss

Soliton crystal micro-combs are powerful tools as sources of multiple wavelength channels for radio frequency (RF) signal processing. They offer a compact device footprint, large n…

physics.app-ph2021247 cited

Highly tunable broadband RF photonic fractional Hilbert transformer based on a Kerr soliton crystal microcomb source

Mengxi Tan, Xingyuan Xu, David J. Moss

We demonstrate an RF photonic fractional Hilbert transformer based on an integrated Kerr micro-comb source featuring a record low free spectral range of 48.9 GHz, yielding 75 micro…

physics.app-ph20211 cited

Broadband photonic RF channelizer with a Kerr soliton crystal micro-comb

Mengxi Tan, Xingyuan Xu, David J. Moss

We report a 92 channel RF channelizer based on a 48.9 GHz integrated micro-comb that operates via soliton crystals, together with a passive high-Q ring resonator that acts as a per…

cs.NE20201.5k cited

11 TeraFLOPs per second photonic convolutional accelerator for deep learning optical neural networks

Xingyuan Xu, Mengxi Tan, Bill Corcoran +9

Convolutional neural networks (CNNs), inspired by biological visual cortex systems, are a powerful category of artificial neural networks that can extract the hierarchical features…

physics.app-ph20201 cited

Reconfigurable photonic RF filters based on integrated Kerr frequency comb sources

Xingyuan Xu, Mengxi Tan, Jiayang Wu +6

We demonstrate two categories of photonic radio frequency (RF) filters based on integrated optical micro-combs. The first one is based on the transversal filtering structure and th…