21 citations · 23 across the 3 of their papers we have counts for
8 papers
Efficient Frequency Doubling with Active Stabilization on Chip
Jia-Yang Chen, Chao Tang, Mingwei Jin +6
Thin-film lithium niobate (TFLN) is superior for integrated nanophotonics due to its outstanding properties in nearly all aspects: strong second-order nonlinearity, fast and effici…
Efficient Reservoir Computing using Field Programmable Gate Array and Electro-optic Modulation
Prajnesh Kumar, Mingwei Jin, Ting Bu +2
We experimentally demonstrate a hybrid reservoir computing system consisting of an electro-optic modulator and field programmable gate array (FPGA). It implements delay lines and f…
Robust and Efficient Single-Pixel Image Classificationwith Nonlinear Optics
Santosh Kumar, Ting Bu, He Zhang +2
We present a hybrid image classifier by mode-selective image upconversion, single pixel photodetection, and deep learning, aiming at fast processing a large number of pixels. It ut…
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…
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…
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…