John Peurifoy

John Peurifoy

Massachusetts Institute of Technology - Cambridge / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1415214
person_outline John Peurifoy's MOST POPULAR ARTICLES
1-) Nanophotonic particle simulation and inverse design using artificial neural networksJ Peurifoy, Y Shen, L Jing, Y Yang, F Cano-Renteria, BG DeLacy, ...Science advances 4 (6), eaar4206, 20185312018
2-) Tunable efficient unitary neural networks (eunn) and their application to rnnsL Jing, Y Shen, T Dubcek, J Peurifoy, S Skirlo, Y LeCun, M Tegmark, ...International Conference on Machine Learning, 1733-1741, 20171692017
3-) Gated orthogonal recurrent units: On learning to forgetL Jing, C Gulcehre, J Peurifoy, Y Shen, M Tegmark, M Soljacic, Y BengioNeural computation 31 (4), 765-783, 20191152019
4-) Meta-learning autoencoders for few-shot predictionT Wu, J Peurifoy, IL Chuang, M TegmarkarXiv preprint arXiv:1807.09912, 2018242018
5-) Nanophotonic inverse design using artificial neural networkJ Peurifoy, Y Shen, Y Yang, L Jing, F Cano-Renteria, J Joannopoulos, ...Frontiers in Optics, FTh4A. 4, 2017182017