activity
20182022
most citedReprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks

356 citations · 816 across the 7 of their papers we have counts for

collaborators

7 papers

quant-ph2022★ 1 cited

Programmable photonic system for quantum simulation in arbitrary topologies

Ben Bartlett, Olivia Y. Long, Avik Dutt +1

Synthetic dimensions have generated great interest for studying many types of topological, quantum, and many-body physics, and they offer a flexible platform for simulation of inte…

cs.ET2022★ 330 cited

Experimentally realized in situ backpropagation for deep learning in nanophotonic neural networks

Sunil Pai, Zhanghao Sun, Tyler W. Hughes +11

Neural networks are widely deployed models across many scientific disciplines and commercial endeavors ranging from edge computing and sensing to large-scale signal processing in d…

quant-ph2021★ 50 cited

Deterministic photonic quantum computation in a synthetic time dimension

Ben Bartlett, Avik Dutt, Shanhui Fan

Photonics offers unique advantages as a substrate for quantum information processing, but imposes fundamental scalability challenges. Nondeterministic schemes impose massive resour…

quant-ph2019★ 27 cited

Universal programmable photonic architecture for quantum information processing

Ben Bartlett, Shanhui Fan

We present a photonic integrated circuit architecture for a quantum programmable gate array (QPGA) capable of preparing arbitrary quantum states and operators. The architecture con…

eess.SP2019★ 356 cited

Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks

Ian A. D. Williamson, Tyler W. Hughes, Momchil Minkov +3

We introduce an electro-optic hardware platform for nonlinear activation functions in optical neural networks. The optical-to-optical nonlinearity operates by converting a small po…

quant-ph2018★ 35 cited

A distributed simulation framework for quantum networks and channels

Ben Bartlett

We introduce the Simulator for Quantum Networks and Channels (), an open-source Python library for creating parallelized simulations of distributed quantum inform…

math.AP2018★ 17 cited

Vanishing Viscosity Limit of the Navier-Stokes Equations to the Euler Equations for Compressible Fluid Flow with Vacuum

Yongcai Geng, Yachun Li, Shengguo Zhu

We establish the vanishing viscosity limit of the Navier-Stokes equations to the Euler equations for three-dimensional compressible isentropic flow in the whole space. It is shown…