Tyler W. Hughes

Wave physics as an analog recurrent neural network

Tyler W. Hughes, Ian A. D. Williamson, Momchil Minkov et al. · Science Advances · 2019 · 365 citations · Full text

Natural Sciences, Physics, Acoustics +14

Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks

Ian A. D. Williamson, Tyler W. Hughes, Momchil Minkov et al. · IEEE Journal of Selected Topics in Quantum Electronics · 2019 · 343 citations · Full text

Engineering, Computer Science, Electrical Engineering +16

Experimentally realized in situ backpropagation for deep learning in photonic neural networks

Sunil Pai, Zhanghao Sun, Tyler W. Hughes et al. · Science · 2023 · 300 citations · Full text

Engineering, Computer Engineering, Computer Science +17

Experimental realization of arbitrary activation functions for optical neural networks

Monireh Moayedi Pour Fard, Ian A. D. Williamson, Matthew Edwards et al. · Optics Express · 2020 · 103 citations · Full text

Engineering, Electrical Engineering, Machine Learning +15

Parallel Programming of an Arbitrary Feedforward Photonic Network

Sunil Pai, Ian A. D. Williamson, Tyler W. Hughes et al. · IEEE Journal of Selected Topics in Quantum Electronics · 2020 · 84 citations

Engineering, Computer Engineering, Computer Science +17