52 citations · 154 across the 9 of their papers we have counts for
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physics.optics2020★ 19 cited
Single-Pixel Pattern Recognition with Coherent Nonlinear Optics
Ting Bu, Santosh Kumar, He Zhang +2
We propose and experimentally demonstrate a nonlinear-optics approach to pattern recognition with single-pixel imaging and deep neural network. It employs mode selective image up-c…
quant-ph2020★ 12 cited
A Super-resolution Optical Classifier with High Photon Efficiency
He Zhang, Santosh Kumar, Yu-Ping Huang
We propose and demonstrate a photon-efficient optical classifier to overcome the Rayleigh limit in spatial resolution. It utilizes mode-selective sum frequency generation and singl…
physics.optics2020★ 52 cited
Large-scale Ising Emulation with Four-Body Interaction and All-to-All Connection
Santosh Kumar, He Zhang, Yu-Ping Huang
We propose and demonstrate a nonlinear optics approach to emulate Ising machines containing up to a million spins and with tailored two and four-body interactions with all-to-all c…