374 citations · 2.3k across the 22 of their papers we have counts for
3 papers · 1 filter
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…
Massively parallel pixel-by-pixel nanophotonic optimization using a Green's function formalism
Jiahui Wang, Alfred K. C. Cheung, Aleksandra Spyra +3
We introduce an efficient parallelization scheme to implement pixel-by-pixel nanophotonic optimization using a Green's function based formalism. The crucial insight in our proposal…
Inverse design of photonic devices with strict foundry fabrication constraints
Martin F. Schubert, Alfred K. C. Cheung, Ian A. D. Williamson +2
We introduce a new method for inverse design of nanophotonic devices which guarantees that resulting designs satisfy strict length scale constraints - including minimum width and s…