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Tyler W Hughes
Tyler W Hughes
Research Scientist, Flexcompute; PhD Applied Physics, Stanford University
Dirección de correo verificada de stanford.edu - Página principal
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Training of photonic neural networks through in situ backpropagation
TW Hughes, M Minkov, Y Shi, S Fan
Optica 5, 864-871, 2018
4412018
Wave Physics as an Analog Recurrent Neural Network
TW Hughes, IAD Williamson, M Minkov, S Fan
Science Advances 5 (12), eaay6946, 2019
3052019
Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks
IAD Williamson, TW Hughes, M Minkov, B Bartlett, S Pai, S Fan
IEEE Journal of Selected Topics in Quantum Electronics 26 (1), 1-12, 2019
2822019
Adjoint method and inverse design for nonlinear nanophotonic devices
TW Hughes, M Minkov, IAD Williamson, S Fan
ACS Photonics 5 (12), 4781-4787, 2018
2712018
Inverse design of photonic crystals through automatic differentiation
M Minkov, IAD Williamson, LC Andreani, D Gerace, B Lou, AY Song, ...
Acs Photonics 7 (7), 1729-1741, 2020
1532020
Non‐destructive wafer recycling for low‐cost thin‐film flexible optoelectronics
K Lee, JD Zimmerman, TW Hughes, SR Forrest
Advanced Functional Materials 24 (27), 4284-4291, 2014
882014
Experimentally realized in situ backpropagation for deep learning in photonic neural networks
S Pai, Z Sun, TW Hughes, T Park, B Bartlett, IAD Williamson, M Minkov, ...
Science 380 (6643), 398-404, 2023
832023
Experimental realization of arbitrary activation functions for optical neural networks
MMP Fard, IAD Williamson, M Edwards, K Liu, S Pai, B Bartlett, M Minkov, ...
Optics Express 28 (8), 12138-12148, 2020
822020
Parallel programming of an arbitrary feedforward photonic network
S Pai, IAD Williamson, TW Hughes, M Minkov, O Solgaard, S Fan, ...
IEEE Journal of Selected Topics in Quantum Electronics 26 (5), 1-13, 2020
732020
Forward-mode differentiation of Maxwell’s equations
TW Hughes, IAD Williamson, M Minkov, S Fan
ACS Photonics 6 (11), 3010-3016, 2019
722019
On-Chip Laser Power Delivery System for Dielectric Laser Accelerators
TW Hughes, S Tan, Z Zhao, NV Sapra, KJ Leedle, H Deng, Y Miao, ...
Physical Review Applied 9 (5), 054017, 2018
602018
Adjoint-based optimization of active nanophotonic devices
J Wang, Y Shi, T Hughes, Z Zhao, S Fan
Optics express 26 (3), 3236-3248, 2018
602018
Method for Computationally Efficient Design of Dielectric Laser Accelerator Structures
T Hughes, G Veronis, K Wootton, RJ England, S Fan
Optics Express 25 (13), 15414-15427, 2017
492017
A perspective on the pathway toward full wave simulation of large area metalenses
TW Hughes, M Minkov, V Liu, Z Yu, S Fan
Applied Physics Letters 119 (15), 2021
402021
Design of a multichannel photonic crystal dielectric laser accelerator
Z Zhao, DS Black, RJ England, TW Hughes, Y Miao, O Solgaard, RL Byer, ...
Photonics Research 8 (10), 1586-1598, 2020
242020
Flexible antenna integrated with an epitaxial lift-off solar cell array for flapping-wing robots
J Oh, K Lee, T Hughes, S Forrest, K Sarabandi
IEEE transactions on antennas and propagation 62 (8), 4356-4361, 2014
232014
Silicon nitride waveguide as a power delivery component for on-chip dielectric laser accelerators
S Tan, Z Zhao, K Urbanek, T Hughes, YJ Lee, S Fan, JS Harris, RL Byer
Optics letters 44 (2), 335-338, 2019
212019
Plasmonic circuit theory for multiresonant light funneling to a single spatial hot spot
TW Hughes, S Fan
Nano Letters 16 (9), 5764-5769, 2016
212016
Experimentally realized in situ backpropagation for deep learning in nanophotonic neural networks
S Pai, Z Sun, TW Hughes, T Park, B Bartlett, IAD Williamson, M Minkov, ...
arXiv preprint arXiv:2205.08501, 2022
202022
Parallel fault-tolerant programming of an arbitrary feedforward photonic network
S Pai, IAD Williamson, TW Hughes, M Minkov, O Solgaard, S Fan, ...
arXiv preprint arXiv:1909.06179, 2019
192019
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Artículos 1–20