Photonic spiking neural networks with event-driven femtojoule optoelectronic neurons based on Izhikevich-inspired model

Photonic spiking neural networks and graphene-on-silicon spiking neurons

(2022) Aashu Jha et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Resonant Tunneling Diode Nano-Optoelectronic Excitable Nodes for Neuromorphic Spike-Based Information Processing

(2022) Matěj Hejda et al.   Physical Review Applied

11 TOPS photonic convolutional accelerator for optical neural networks

(2021) Xingyuan Xu et al.   NATURE

Real-time multi-task diffractive deep neural networks via hardware-software co-design

(2021) Yingjie Li et al.   Scientific Reports

Large-scale and energy-efficient tensorized optical neural networks on III–V-on-silicon MOSCAP platform

(2021) Xian Xiao et al.   APL Photonics

Tunable mid-wave infrared Fabry-Perot bandpass filters using phase-change GeSbTe

(2020) Calum Williams et al.   OPTICS EXPRESS

On-chip sub-wavelength Bragg grating design based on novel low loss phase-change materials

(2020) Joaquin Faneca et al.   OPTICS EXPRESS

Femtojoule per MAC Neuromorphic Photonics: An Energy and Technology Roadmap

(2020) Angelina R. Totovic et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Optoelectromechanical phase shifter with low insertion loss and 13π tuning range

(2020) Wolfram Pernice et al.   OPTICS EXPRESS

High-efficiency and high-speed germanium photodetector enabled by multiresonant photonic crystal

(2020) Jinwen Song et al.   Nanophotonics

All-optical spiking neurosynaptic networks with self-learning capabilities

(2019) J. Feldmann et al.   NATURE

Femtofarad optoelectronic integration demonstrating energy-saving signal conversion and nonlinear functions

(2019) Kengo Nozaki et al.   Nature Photonics

Broadband Electro-Optical Crossbar Switches Using Low-Loss Ge2Sb2Se4Te1 Phase Change Material

(2019) Francesco De Leonardis et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Silicon Photonic MEMS Phase-Shifter

(2019) Hamed Sattari et al.   OPTICS EXPRESS

Silicon Photonic Modulator Neuron

(2019) Alexander N. Tait et al.   Physical Review Applied

Matrix Optimization on Universal Unitary Photonic Devices

(2019) Sunil Pai et al.   Physical Review Applied

ITO-based electro-absorption modulator for photonic neural activation function

(2019) R. Amin et al.   APL Materials

Electrically Controlled Neuron-Like Spiking Regimes in Vertical-Cavity Surface-Emitting Lasers at Ultrafast Rates

(2019) Joshua Robertson et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

III-V-on-Si photonic integrated circuits realized using micro-transfer-printing

(2019) Jing Zhang et al.   APL Photonics

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

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

Transfer-printed quantum-dot nanolasers on a silicon photonic circuit

(2018) Alto Osada et al.   Applied Physics Express

DNN Engine: A 28-nm Timing-Error Tolerant Sparse Deep Neural Network Processor for IoT Applications

(2018) Paul N. Whatmough et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

(2018) Mike Davies et al.   IEEE MICRO

Ultra-Low-Loss Silicon Waveguides for Heterogeneously Integrated Silicon/III-V Photonics

(2018) Minh Tran et al.   Applied Sciences-Basel

All-optical machine learning using diffractive deep neural networks

(2018) Xing Lin et al.   SCIENCE

III–V quantum-dot lasers monolithically grown on silicon

(2018) Mengya Liao et al.   SEMICONDUCTOR SCIENCE AND TECHNOLOGY

GPUs Outperform Current HPC and Neuromorphic Solutions in Terms of Speed and Energy When Simulating a Highly-Connected Cortical Model

(2018) James C. Knight et al.   Frontiers in Neuroscience

Attojoule Optoelectronics for Low-Energy Information Processing and Communications

(2017) David A. B. Miller   JOURNAL OF LIGHTWAVE TECHNOLOGY

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Controlled inhibition of spiking dynamics in VCSELs for neuromorphic photonics: theory and experiments

(2017) Joshua Robertson et al.   OPTICS LETTERS

Superconducting Optoelectronic Circuits for Neuromorphic Computing

(2017) Jeffrey M. Shainline et al.   Physical Review Applied

An integrated analog O/E/O link for multi-channel laser neurons

(2016) Mitchell A. Nahmias et al.   APPLIED PHYSICS LETTERS

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Recent progress in semiconductor excitable lasers for photonic spike processing

(2016) Paul R. Prucnal et al.   Advances in Optics and Photonics

Optimal design for universal multiport interferometers

(2016) William R. Clements et al.   Optica

Spike processing with a graphene excitable laser

(2016) Bhavin J. Shastri et al.   Scientific Reports

Highly efficient chip-scale III-V/silicon hybrid optical amplifiers

(2015) S. Cheung et al.   OPTICS EXPRESS

An all optical prototype neuron based on optical Kerr material

(2015) Saumabha Bhattacharya et al.   OPTIK

Unsupervised learning of digit recognition using spike-timing-dependent plasticity

(2015) Peter U. Diehl et al.   Frontiers in Computational Neuroscience

IBM's new brain [News]

(2014) Jeremy Hsu   IEEE SPECTRUM

Relative Refractory Period in an Excitable Semiconductor Laser

(2014) F. Selmi et al.   PHYSICAL REVIEW LETTERS

Neurogrid: A Mixed-Analog-Digital Multichip System for Large-Scale Neural Simulations

(2014) Ben Varkey Benjamin et al.   PROCEEDINGS OF THE IEEE

A million spiking-neuron integrated circuit with a scalable communication network and interface

(2014) P. A. Merolla et al.   SCIENCE

Nengo: a Python tool for building large-scale functional brain models

(2014) Trevor Bekolay et al.   Frontiers in Neuroinformatics

A Leaky Integrate-and-Fire Laser Neuron for Ultrafast Cognitive Computing

(2013) Mitchell A. Nahmias et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Self-configuring universal linear optical component [Invited]

(2013) David A. B. Miller   Photonics Research

Electrically Driven Photonic Crystal Nanocavity Devices

(2012) G. Shambat et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Ultralow-threshold electrically pumped quantum-dot photonic-crystal nanocavity laser

(2011) Bryan Ellis et al.   Nature Photonics

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

(2010) Dan Claudiu Cireşan et al.   NEURAL COMPUTATION

A high performance
photonic pulse processing device

(2009) David Rosenbluth et al.   OPTICS EXPRESS

Compact silicon neuron circuit with spiking and bursting behaviour

(2008) Jayawan H.B. Wijekoon et al.   NEURAL NETWORKS