Silicon Photonic Modulator Neuron

Neuromorphic photonics with electro-absorption modulators

(2019) Jonathan K. George et al.   OPTICS EXPRESS

Machine Learning With Neuromorphic Photonics

(2019) Thomas Ferreira de Lima et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Neuromorphic Photonic Integrated Circuits

(2018) Hsuan-Tung Peng et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

(2018) Mike Davies et al.   IEEE MICRO

Two-pole microring weight banks

(2018) Alexander N. Tait et al.   OPTICS LETTERS

Feedback control for microring weight banks

(2018) Alexander N. Tait et al.   OPTICS EXPRESS

Controlled Propagation of Spiking Dynamics in Vertical-Cavity Surface-Emitting Lasers: Towards Neuromorphic Photonic Networks

(2017) Tao Deng et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Cascadable Neuron-Like Spiking Dynamics in Coupled VCSELs Subject to Orthogonally Polarized Optical Pulse Injection

(2017) Shui Ying Xiang et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

A Neuromorphic Chip Optimized for Deep Learning and CMOS Technology With Time-Domain Analog and Digital Mixed-Signal Processing

(2017) Daisuke Miyashita et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Always-On Speech Recognition Using TrueNorth, a Reconfigurable, Neurosynaptic Processor

(2017) Wei-Yu Tsai et al.   IEEE TRANSACTIONS ON COMPUTERS

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Multipurpose silicon photonics signal processor core

(2017) Daniel Pérez et al.   Nature Communications

Progress in neuromorphic photonics

(2017) Thomas Ferreira de Lima et al.   Nanophotonics

Superconducting Optoelectronic Circuits for Neuromorphic Computing

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

Neuromorphic photonic networks using silicon photonic weight banks

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

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

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

Beamforming for Millimeter Wave Communications: An Inclusive Survey

(2016) Shajahan Kutty et al.   IEEE Communications Surveys and Tutorials

Microring Weight Banks

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

Hybrid computing using a neural network with dynamic external memory

(2016) Alex Graves et al.   NATURE

A fully reconfigurable photonic integrated signal processor

(2016) Weilin Liu et al.   Nature Photonics

Responsivity optimization of a high-speed germanium-on-silicon photodetector

(2016) Monireh Moayedi Pour Fard et al.   OPTICS EXPRESS

Multi-channel control for microring weight banks

(2016) Alexander N. Tait et al.   OPTICS EXPRESS

Roadmap on silicon photonics

(2016) David Thomson et al.   Journal of Optics

Recent progress in semiconductor excitable lasers for photonic spike processing

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

Comparing Neuromorphic Solutions in Action: Implementing a Bio-Inspired Solution to a Benchmark Classification Task on Three Parallel-Computing Platforms

(2016) Alan Diamond et al.   Frontiers in Neuroscience

Regenerative memory in time-delayed neuromorphic photonic resonators

(2016) B. Romeira et al.   Scientific Reports

Spike processing with a graphene excitable laser

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

TrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable Neurosynaptic Chip

(2015) Filipp Akopyan et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Athermal and wavelength-trimmable photonic filters based on TiO_2-cladded amorphous-SOI

(2015) Timo Lipka et al.   OPTICS EXPRESS

Demonstration of WDM weighted addition for principal component analysis

(2015) Alexander N. Tait et al.   OPTICS EXPRESS

Robust postfabrication trimming of ultracompact resonators on silicon on insulator with relaxed requirements on resolution and alignment

(2015) Payam Alipour et al.   OPTICS LETTERS

Reconfigurable semiconductor laser networks based on diffractive coupling

(2015) Daniel Brunner et al.   OPTICS LETTERS

Universal linear optics

(2015) J. Carolan et al.   SCIENCE

Minimal approach to neuro-inspired information processing

(2015) Miguel C. Soriano et al.   Frontiers in Computational Neuroscience

A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Neuron

(2015) S. Ortín et al.   Scientific Reports

Optoelectronic Systems Trained With Backpropagation Through Time

(2015) Michiel Hermans et al.   IEEE Transactions on Neural Networks and Learning Systems

Review of Silicon Photonics Foundry Efforts

(2014) Andy Eu-Jin Lim et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Implementing a Novel Highly Scalable Adaptive Photonic Beamformer using “Blind” Guided Accelerated Random Search

(2014) John Chang et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Broadband Chaotic Signals and Breather Oscillations in an Optoelectronic Oscillator Incorporating a Microwave Photonic Filter

(2014) Bruno Romeira et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Broadcast and Weight: An Integrated Network For Scalable Photonic Spike Processing

(2014) Alexander N. Tait et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

A Superconducting-Nanowire Three-Terminal Electrothermal Device

(2014) Adam N. McCaughan et al.   NANO LETTERS

Relative Refractory Period in an Excitable Semiconductor Laser

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

Large-Scale Synthesis of Functional Spiking Neural Circuits

(2014) Terrence C. Stewart et al.   PROCEEDINGS OF THE IEEE

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

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

The SpiNNaker Project

(2014) Steve B. Furber 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

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

Excitation transfer between optically injected microdisk lasers

(2013) Thomas Van Vaerenbergh et al.   OPTICS EXPRESS

Reward-based learning under hardware constraints—using a RISC processor embedded in a neuromorphic substrate

(2013) Simon Friedmann et al.   Frontiers in Neuroscience

Finding a roadmap to achieve large neuromorphic hardware systems

(2013) Jennifer Hasler et al.   Frontiers in Neuroscience

Scaling Energy Per Operation via an Asynchronous Pipeline

(2012) Bo Marr et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

A scalable neuristor built with Mott memristors

(2012) Matthew D. Pickett et al.   NATURE MATERIALS

Cascadable excitability in microrings

(2012) Thomas Van Vaerenbergh et al.   OPTICS EXPRESS

Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing

(2012) L. Larger et al.   OPTICS EXPRESS

Electromechanical tuning of vertically-coupled photonic crystal nanobeams

(2012) L. Midolo et al.   OPTICS EXPRESS

Open foundry platform for high-performance electronic-photonic integration

(2012) Jason S. Orcutt et al.   OPTICS EXPRESS

Excitability and self-pulsing in a photonic crystal nanocavity

(2012) Maia Brunstein et al.   PHYSICAL REVIEW A

The Human Brain Project

(2012) Henry Markram   SCIENTIFIC AMERICAN

A comparative study of GPU programming models and architectures using neural networks

(2011) Vivek K. Pallipuram et al.   JOURNAL OF SUPERCOMPUTING

Ultrafast optical pulse shaping: A tutorial review

(2011) Andrew M. Weiner   OPTICS COMMUNICATIONS

Reconfigurable optical directed-logic circuits using microresonator-based optical switches

(2011) Qianfan Xu et al.   OPTICS EXPRESS

Signal beating elimination using single-mode fiber to multimode fiber coupling

(2011) Mable P. Fok et al.   OPTICS LETTERS

Solitary and coupled semiconductor ring lasers as optical spiking neurons

(2011) W. Coomans et al.   PHYSICAL REVIEW E

Ultrabroad-bandwidth arbitrary radiofrequency waveform generation with a silicon photonic chip-based spectral shaper

(2010) Maroof H. Khan et al.   Nature Photonics

Toward ultimate miniaturization of high Q silicon traveling-wave microresonators

(2010) Mohammad Soltani et al.   OPTICS EXPRESS

Silicon Photonics: A Review of Recent Literature

(2010) Richard Soref   Silicon

A high performance
photonic pulse processing device

(2009) David Rosenbluth et al.   OPTICS EXPRESS

A review of Hopfield neural networks for solving mathematical programming problems

(2008) Ue-Pyng Wen et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH