activity
20172023
most citedDelocalized Photonic Deep Learning on the Internet's Edge

195 citations · 916 across the 15 of their papers we have counts for

collaborators

15 papers

physics.optics2023★ 63 cited

Near-ultraviolet photon-counting dual-comb spectroscopy

Bingxin Xu, Zaijun Chen, Theodor W. Hänsch +1

Ultraviolet spectroscopy provides unique insights into the structure of matter with applications ranging from fundamental tests to photochemistry in the earth's atmosphere and astr…

quant-ph2023★ 27 cited

Entanglement-enhanced dual-comb spectroscopy

Haowei Shi, Zaijun Chen, Scott E. Fraser +3

Dual-comb interferometry harnesses the interference of two laser frequency combs to provide unprecedented capability in spectroscopy applications. In the past decade, the state-of-…

cs.ET2022★ 194 cited

Deep Learning with Coherent VCSEL Neural Networks

Zaijun Chen, Alexander Sludds, Ronald Davis +8

Deep neural networks (DNNs) are reshaping the field of information processing. With their exponential growth challenging existing electronic hardware, optical neural networks (ONNs…

cs.ET2022★ 2 cited

Netcast: Low-Power Edge Computing with WDM-defined Optical Neural Networks

Ryan Hamerly, Alexander Sludds, Saumil Bandyopadhyay +4

This paper analyzes the performance and energy efficiency of Netcast, a recently proposed optical neural-network architecture designed for edge computing. Netcast performs deep neu…

cs.ET2022★ 6 cited

RF-Photonic Deep Learning Processor with Shannon-Limited Data Movement

Ronald Davis, Zaijun Chen, Ryan Hamerly +1

Edholm's Law predicts exponential growth in data rate and spectrum bandwidth for communications and is forecasted to remain true for the upcoming deployment of 6G. Compounding this…

physics.atom-ph2022★ 53 cited

Spatially tunable spin interactions in neutral atom arrays

Lea-Marina Steinert, Philip Osterholz, Robin Eberhard +5

Analog quantum simulations with Rydberg atoms in optical tweezers routinely address strongly correlated many-body problems due to the hardware-efficient implementation of the Hamil…