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

1.5k citations · 13.4k across the 75 of their papers we have counts for

collaborators
Showing 2020Show all

16 papers · 1 filter

cs.NE2020★ 1.5k 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.optics2020★ 101 cited

High performance integrated polarizers achieved by incorporating 2D layered graphene oxide films

Jiayang Wu, Yunyi Yang, Yuning Zhang +9

Polarizers and polarization selective resonant cavities (e.g., ring resonators, gratings), are key components for applications to photography, coherent optical detection, polarizat…

physics.app-ph2020★ 1 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…

physics.app-ph2020★ 1 cited

Reconfigurable fractional microwave signal processor based on a microcomb

Mengxi Tan, Xingyuan Xu, Jiayang Wu +6

We propose and demonstrate reconfigurable fractional microwave signal processing based on an integrated Kerr optical microcomb. We achieve two forms of microwave signal processing…

physics.optics2020★ 1 cited

BiOBr 2D materials for integrated nonlinear photonics devices

Linnan Jia, Dandan Cui, Jiayang Wu +8

As a new group of advanced 2D layered materials, bismuth oxyhalides, i.e., BiOX (X = Cl, Br, I), have recently become of great interest. In this work, we characterize the third-ord…

physics.optics2020★ 13 cited

Enhanced four-wave-mixing and 3rd order optical nonlinearity in SiN nanowires integrated with graphene oxide films

Yang Qu, Jiayang Wu, Yunyi Yang +10

Layered 2D graphene oxide (GO) films are integrated with silicon nitride (SiN) waveguides to experimentally demonstrate an enhanced Kerr nonlinearity via four wave mixing (FWM). Ow…

physics.app-ph2020

Arbitrary waveform generator for microwave and radio frequencies based on photonics with an integrated 49GHz Kerr micro-comb

Mengxi Tan, Xingyuan Xu, Andreas Boes +8

We report a photonic-based radio frequency (RF) arbitrary waveform generator (AWG) using a soliton crystal micro-comb source with a free spectral range (FSR) of 48.9 GHz. The comb…

physics.optics2020★ 3 cited

Large and negative Kerr nonlinearity in PdSe2 dichalcogenide 2D films

Linnan Jia, Jiayang Wu, Tieshan Yang +2

We report a large third order nonlinear optical response of palladium diselenide (PdSe2) films, a two dimensional (2D) noble metal dichalcogenide material. Both open aperture (OA)…

physics.app-ph2020★ 379 cited

Photonic RF channelizer based on a 90 wavelength optical soliton crystal 49GHz Kerr microcomb

Xingyuan Xu, Mengxi Tan, Jiayang Wu +7

We report a broadband radio frequency (RF) channelizer with up to 92 channels using a coherent microcomb source. A soliton crystal microcomb, generated by a 49 GHz micro-ring reson…

physics.app-ph2020★ 332 cited

Photonic radio frequency and microwave integration based on a multi-wavelength 49GHz Kerr microcomb source

Xingyuan Xu, Mengxi Tan, Jiayang Wu +8

We demonstrate a photonic RF integrator based on an integrated soliton crystal microcomb source. By multicasting and progressively delaying the input RF signal using a transversal…

physics.optics2020★ 32 cited

Enhanced nonlinear optical figure-of-merit at 1550nm for silicon nanowires integrated with graphene oxide layered films

Yuning Zhang, Jiayang Wu, Yunyi Yang +5

Layered 2D GO films are integrated with silicon on insulator (SOI) nanowire waveguides to experimentally demonstrate an enhanced Kerr nonlinearity, observed through selfphase modul…

physics.optics2020★ 1 cited

Single photonic perceptron based on a soliton crystal Kerr microcomb for high-speed, scalable, optical neural networks

Xingyuan Xu, Mengxi Tan, Bill Corcoran +9

Optical artificial neural networks (ONNs), analog computing hardware tailored for machine learning, have significant potential for ultra-high computing speed and energy efficiency.…

physics.app-ph2020★ 479 cited

Optical data transmission at 44Tb/s and 10 bits/s/Hz over the C-band with standard fibre and a single micro-comb source

Bill Corcoran, Mengxi Tan, Xingyuan Xu +8

Micro-combs [1 - 4], optical frequency combs generated by integrated micro-cavity resonators, offer the full potential of their bulk counterparts [5,6], but in an integrated footpr…

physics.app-ph2020★ 377 cited

Comparison of photonic transversal RF spectral filters based on different optical microcombs

Mengxi Tan, Xingyuan Xu, Jiayang Wu +3

Integrated Kerr microcombs are emerging as a powerful tool as sources of multiple wavelength channels for photonic RF and microwave signal processing mainly in the context of trans…

physics.optics2020★ 313 cited

Enhanced four-wave-mixing with 2D layered graphene oxide films integrated with CMOS compatible micro-ring resonators

Jiayang Wu, Yunyi Yang, Yang Qu +8

Layered 2D graphene oxide (GO) films are integrated with microring resonators (MRRs) to experimentally demonstrate enhanced nonlinear optics in the form of four wave mixing (FWM).…

physics.app-ph2020★ 418 cited

Optical Kerr soliton crystal microcomb source for RF photonic fractional differentiation

Mengxi Tan, Xingyuan Xu, Bill Corcoran +8

We report a photonic radio frequency (RF) fractional differentiator based on an integrated Kerr micro-comb source. The micro-comb source has a free spectral range (FSR) of 49 GHz,…