Ian A. D. Williamson

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Backpropagation Algorithm

Top Venues

Publications

Alfred K. C. Cheung, Krishna Gadepalli, Jian Guan, Andreas Hoenselaar, Yang Meng, Anton Menshov, Jan Petykiewicz, Xavier Serey, Rhett Stucki, Lieven Verslegers, Jiahui Wang, Phil Watson, Ian A. D. Williamson, Yi-Kuei Ryan Wu
Inverse-designed CWDM demultiplexer operated in O-band. OFC (2024)
Jiahui Wang, Alfred K. C. Cheung, Aleksandra Spyra, Ian A. D. Williamson, Jian Guan, Martin F. Schubert
Massively parallel pixel-by-pixel nanophotonic optimization using a Green's function formalism. CoRR (2022)
Martin F. Schubert, Alfred K. C. Cheung, Ian A. D. Williamson, Aleksandra Spyra, David H. Alexander
Inverse design of photonic devices with strict foundry fabrication constraints. CoRR (2022)
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)
Ian A. D. Williamson, Momchil Minkov, Avik Dutt, Jiahui Wang, Alex Y. Song, Shanhui Fan
Integrated Nonreciprocal Photonic Devices With Dynamic Modulation. Proc. IEEE 108 (10) (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)