Optronic convolutional neural networks of multi-layers with different functions executed in optics for image classification

Optical frontend for a convolutional neural network

(2019) Shane Colburn et al.   APPLIED OPTICS

High-accuracy optical convolution unit architecture for convolutional neural networks by cascaded acousto-optical modulator arrays

(2019) Shaofu Xu et al.   OPTICS EXPRESS

Fourier-space Diffractive Deep Neural Network

(2019) Tao Yan et al.   PHYSICAL REVIEW LETTERS

All-optical neural network with nonlinear activation functions

(2019) Ying Zuo et al.   Optica

Analysis of Diffractive Optical Neural Networks and Their Integration With Electronic Neural Networks

(2019) Deniz Mengu et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Imaging through scattering media using speckle pattern classification based support vector regression

(2018) Hui Chen et al.   OPTICS EXPRESS

All-optical machine learning using diffractive deep neural networks

(2018) Xing Lin et al.   SCIENCE

Hybrid optical-electronic convolutional neural networks with optimized diffractive optics for image classification

(2018) Julie Chang et al.   Scientific Reports

Real-Time Optronic Beamformer on Receive in Phased Array Radar

(2018) Lei Liu et al.   IEEE Geoscience and Remote Sensing Letters

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Optronic High-Resolution SAR Processing With the Capability of Adaptive Phase Error Compensation

(2016) Yesheng Gao et al.   IEEE Geoscience and Remote Sensing Letters

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

All-Optical Signal Processing

(2013) Alan E. Willner et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY