Implementation of Pruned Backpropagation Neural Network Based on Photonic Integrated Circuits

11 TOPS photonic convolutional accelerator for optical neural networks

(2021) Xingyuan Xu et al.   NATURE

End-to-end optical backpropagation for training neural networks

(2021) Xianxin Guo et al.   Photonics Research

Implementing graph-theoretic quantum algorithms on a silicon photonic quantum walk processor

(2021) Xiaogang Qiang et al.   Science Advances

Performing optical logic operations by a diffractive neural network

(2020) Chao Qian et al.   Light-Science & Applications

Demonstration of scalable microring weight bank control for large-scale photonic integrated circuits

(2020) Chaoran Huang et al.   APL Photonics

Optical Convolutional Neural Network With WDM-Based Optical Patching and Microring Weighting Banks

(2020) Shaofu Xu et al.   IEEE PHOTONICS TECHNOLOGY LETTERS

Inference in artificial intelligence with deep optics and photonics

(2020) Gordon Wetzstein et al.   NATURE

Computing Primitive of Fully VCSEL-Based All-Optical Spiking Neural Network for Supervised Learning and Pattern Classification

(2020) Shuiying Xiang et al.   IEEE Transactions on Neural Networks and Learning Systems

All-optical spiking neurosynaptic networks with self-learning capabilities

(2019) J. Feldmann et al.   NATURE

Large-Scale Optical Neural Networks Based on Photoelectric Multiplication

(2019) Ryan Hamerly et al.   Physical Review X

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

(2019) Shaofu Xu et al.   OPTICS EXPRESS

Quantum optical neural networks

(2019) Gregory R. Steinbrecher et al.   npj Quantum Information

All-optical neural network with nonlinear activation functions

(2019) Ying Zuo et al.   Optica

Deep Neural Network Through an InP SOA-Based Photonic Integrated Cross-Connect

(2019) Bin Shi et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Digital Electronics and Analog Photonics for Convolutional Neural Networks (DEAP-CNNs)

(2019) Viraj Bangari et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks

(2019) Ian A. D. Williamson et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Development trends in silicon photonics for data centers

(2018) Zhiping Zhou et al.   OPTICAL FIBER TECHNOLOGY

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

Open-Access Silicon Photonics: Current Status and Emerging Initiatives

(2018) Abdul Rahim et al.   PROCEEDINGS OF THE IEEE

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Neuromorphic photonic networks using silicon photonic weight banks

(2017) Alexander N. Tait et al.   Scientific Reports

Microring Weight Banks

(2016) Alexander N. Tait et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Crosstalk in SOI Microring Resonator-Based Filters

(2016) Hasitha Jayatilleka et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Stock prediction using deep learning

(2016) Ritika Singh et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Deep Neural Networks in Machine Translation: An Overview

(2015) Jiajun Zhang et al.   IEEE INTELLIGENT SYSTEMS

Wavelength tuning and stabilization of microring-based filters using silicon in-resonator photoconductive heaters

(2015) Hasitha Jayatilleka et al.   OPTICS EXPRESS

Fully complementary metal-oxide-semiconductor compatible nanoplasmonic slot waveguides for silicon electronic photonic integrated circuits

(2011) Shiyang Zhu et al.   APPLIED PHYSICS LETTERS

Low loss etchless silicon photonic waveguides

(2009) Jaime Cardenas et al.   OPTICS EXPRESS