3.2k citations · 4.3k across the 22 of their papers we have counts for
4 papers · 1 filter
Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs
Li Jing, Yichen Shen, Tena Dubček +5
Using unitary (instead of general) matrices in artificial neural networks (ANNs) is a promising way to solve the gradient explosion/vanishing problem, as well as to enable ANNs to…
Silicon Color Filters for Light-Recycling Displays
Emma C. Regan, Yichen Shen, Aviram Massuda +2
We propose a set of silicon reflective transmission filters for light-recycling displays that are compatible with high-throughput nanofabrication technologies and have excellent an…
All-angle negative refraction of highly squeezed plasmon and phonon polaritons in graphene-boron nitride heterostructures
Xiao Lin, Yi Yang, Nicholas Rivera +7
A fundamental building block for nanophotonics is the ability to achieve negative refraction of polaritons, because this could enable the demonstration of many unique nanoscale app…
Deep Learning with Coherent Nanophotonic Circuits
Yichen Shen, Nicholas C. Harris, Scott Skirlo +8
Artificial Neural Networks are computational network models inspired by signal processing in the brain. These models have dramatically improved the performance of many learning tas…