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

1.5k citations · 6.7k across the 42 of their papers we have counts for

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Showing 2020Show all

12 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

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.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.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…