Tyler W. Hughes

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 7

Top Topics

Cascade Correlation

Backpropagation Algorithm

Top Venues

Publications

Sunil Pai, Zhanghao Sun, Tyler W. Hughes, Taewon Park, Ben Bartlett, Ian A. D. Williamson, Momchil Minkov, Maziyar Milanizadeh, Nathnael Abebe, Francesco Morichetti, Andrea Melloni, Shanhui Fan, Olav Solgaard, David A. B. Miller
Experimentally realized in situ backpropagation for deep learning in nanophotonic neural networks. CoRR (2022)
Momchil Minkov, Ian A. D. Williamson, Lucio C. Andreani, Dario Gerace, Beicheng Lou, Alex Y. Song, Tyler W. Hughes, Shanhui Fan
Inverse design of photonic crystals through automatic differentiation. CoRR (2020)
Tyler W. Hughes, Ian A. D. Williamson, Momchil Minkov, Shanhui Fan
Forward-Mode Differentiation of Maxwell's Equations. CoRR (2019)
Sunil Pai, Ian A. D. Williamson, Tyler W. Hughes, Momchil Minkov, Olav Solgaard, Shanhui Fan, David A. B. Miller
Parallel fault-tolerant programming of an arbitrary feedforward photonic network. CoRR (2019)
Ian A. D. Williamson, Tyler W. Hughes, Momchil Minkov, Ben Bartlett, Sunil Pai, Shanhui Fan
Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks. CoRR (2019)
Tyler W. Hughes, Ian A. D. Williamson, Momchil Minkov, Shanhui Fan
Wave Physics as an Analog Recurrent Neural Network. CoRR (2019)
Tyler W. Hughes, Momchil Minkov, Yu Shi, Shanhui Fan
Training of photonic neural networks through in situ backpropagation. CoRR (2018)