Design of optical neural networks with component imprecisions

13 December 2019

Papers citing "Design of optical neural networks with component imprecisions"

9 / 9 papers shown

Title
Matrix optimization on universal unitary photonic devices Sunil Pai Ben Bartlett O. Solgaard D. Miller 42 108 0 02 Aug 2018
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 117 826 0 27 May 2017
Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs Li Jing Yichen Shen T. Dubček J. Peurifoy S. Skirlo Yann LeCun Max Tegmark Marin Soljacic 56 177 0 15 Dec 2016
Neuromorphic Silicon Photonic Networks A. Tait T. F. D. Lima E. Zhou A. Wu M. Nahmias B. Shastri Paul R. Prucnal GNN 48 636 0 05 Nov 2016
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations Itay Hubara Matthieu Courbariaux Daniel Soudry Ran El-Yaniv Yoshua Bengio MQ 87 1,852 0 22 Sep 2016
Robustness of classifiers: from adversarial to random noise Alhussein Fawzi Seyed-Mohsen Moosavi-Dezfooli P. Frossard AAML 42 371 0 31 Aug 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 129 4,342 0 16 Mar 2016
Unitary Evolution Recurrent Neural Networks Martín Arjovsky Amar Shah Yoshua Bengio ODL 38 763 0 20 Nov 2015
Optoelectronic Reservoir Computing Y. Paquot F. Duport A. Smerieri J. Dambre B. Schrauwen M. Haelterman Serge Massar 53 696 0 30 Nov 2011