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

Parallel convolutional processing using an integrated photonic tensor core

(2021) J. Feldmann et al.   NATURE

Photonics for artificial intelligence and neuromorphic computing

(2021) Bhavin J. Shastri et al.   Nature Photonics

Bursting and Excitability in Neuromorphic Resonant Tunneling Diodes

(2021) Ignacio Ortega-Piwonka et al.   Physical Review Applied

A Survey on Silicon Photonics for Deep Learning

(2021) Febin P. Sunny et al.   ACM Journal on Emerging Technologies in Computing Systems

Neuromorphic encoding of image pixel data into rate-coded optical spike trains with a photonic VCSEL-neuron

(2021) Matěj Hejda et al.   APL Photonics

Weight adjustable photonic synapse by nonlinear gain in a vertical cavity semiconductor optical amplifier

(2021) Juan Arturo Alanis et al.   APPLIED PHYSICS LETTERS

Ultrafast optical integration and pattern classification for neuromorphic photonics based on spiking VCSEL neurons

(2020) Joshua Robertson et al.   Scientific Reports

Multi-beam two-photon polymerization for fast large area 3D periodic structure fabrication for bioapplications

(2020) Christian Maibohm et al.   Scientific Reports

NanoLEDs for energy-efficient and gigahertz-speed spike-based sub-λ neuromorphic nanophotonic computing

(2020) Bruno Romeira et al.   Nanophotonics

All-Optical Spiking Neuron Based on Passive Microresonator

(2020) Jinlong Xiang et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

The Winner-Take-All Mechanism for All-Optical Systems of Pattern Recognition and Max-Pooling Operation

(2020) Yahui Zhang et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Efficient light extraction in subwavelength GaAs/AlGaAs nanopillars for nanoscale light-emitting devices

(2020) Bruno Romeira et al.   OPTICS EXPRESS

Testing Critical Slowing Down as a Bifurcation Indicator in a Low-Dissipation Dynamical System

(2020) M. Marconi et al.   PHYSICAL REVIEW LETTERS

Opportunities for integrated photonic neural networks

(2020) Pascal Stark et al.   Nanophotonics

‘It will change everything’: DeepMind’s AI makes gigantic leap in solving protein structures

(2020) Ewen Callaway   NATURE

Frequency Limitations of Resonant-Tunnelling Diodes in Sub-THz and THz Oscillators and Detectors

(2019) Michael Feiginov   Journal of Infrared Millimeter and Terahertz Waves

TrueNorth: Accelerating From Zero to 64 Million Neurons in 10 Years

(2019) Michael V. DeBole et al.   COMPUTER

All-optical spiking neurosynaptic networks with self-learning capabilities

(2019) J. Feldmann et al.   NATURE

Fluxonic Processing of Photonic Synapse Events

(2019) Jeffrey M. Shainline   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Photonic Computing With Single and Coupled Spiking Micropillar Lasers

(2019) Venkata Anirudh Pammi et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Design of task-specific optical systems using broadband diffractive neural networks

(2019) Yi Luo et al.   Light-Science & Applications

Physical Limits of NanoLEDs and Nanolasers for Optical Communications

(2019) Bruno Romeira et al.   PROCEEDINGS OF THE IEEE

All Optical Integrate and Fire Neuromorphic Node Based on Single Section Quantum Dot Laser

(2019) George Sarantoglou et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Rate equation description of quantum noise in nanolasers with few emitters

(2018) J. Mork et al.   APPLIED PHYSICS LETTERS

Purcell Effect in the Stimulated and Spontaneous Emission Rates of Nanoscale Semiconductor Lasers

(2018) Bruno Romeira et al.   IEEE JOURNAL OF QUANTUM ELECTRONICS

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

(2018) Mike Davies et al.   IEEE MICRO

SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks

(2018) Friedemann Zenke et al.   NEURAL COMPUTATION

Numerical demonstration of neuromorphic computing with photonic crystal cavities

(2018) Floris Laporte et al.   OPTICS EXPRESS

Reinforcement learning in a large-scale photonic recurrent neural network

(2018) J. Bueno et al.   Optica

Simultaneous excitatory and inhibitory dynamics in an excitable laser

(2018) Philip Y. Ma et al.   OPTICS LETTERS

All-optical machine learning using diffractive deep neural networks

(2018) Xing Lin et al.   SCIENCE

Externally-Triggered Activation and Inhibition of Optical Pulsating Regimes in Quantum-Dot Mode-locked Lasers

(2018) Joshua Robertson et al.   Scientific Reports

Toward Fast Neural Computing using All-Photonic Phase Change Spiking Neurons

(2018) Indranil Chakraborty et al.   Scientific Reports

Learning of spatiotemporal patterns in a spiking neural network with resistive switching synapses

(2018) Wei Wang et al.   Science Advances

Circuit designs for superconducting optoelectronic loop neurons

(2018) Jeffrey M. Shainline et al.   JOURNAL OF APPLIED PHYSICS

Deep Learning With Spiking Neurons: Opportunities and Challenges

(2018) Michael Pfeiffer et al.   Frontiers in Neuroscience

Attojoule Optoelectronics for Low-Energy Information Processing and Communications

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

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

All-optical digital-to-spike conversion using a graphene excitable laser

(2017) Philip Y. Ma et al.   OPTICS EXPRESS

Waveguide-coupled nanopillar metal-cavity light-emitting diodes on silicon

(2017) V. Dolores-Calzadilla et al.   Nature Communications

On-chip photonic synapse

(2017) Zengguang Cheng et al.   Science Advances

High-speed error-free wireless data transmission using a terahertz resonant tunnelling diode transmitter and receiver

(2016) S. Diebold et al.   ELECTRONICS LETTERS

Sensitivity of resonant tunneling diode photodetectors

(2016) Andreas Pfenning et al.   NANOTECHNOLOGY

Artificial Neuron Based on Integrated Semiconductor Quantum Dot Mode-Locked Lasers

(2016) Charis Mesaritakis et al.   Scientific Reports

Photocurrent-voltage relation of resonant tunneling diode photodetectors

(2015) Andreas Pfenning et al.   APPLIED PHYSICS LETTERS

Stochastic induced dynamics in neuromorphic optoelectronic oscillators

(2014) Bruno Romeira et al.   OPTICAL AND QUANTUM ELECTRONICS

Relative Refractory Period in an Excitable Semiconductor Laser

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

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

(2014) P. A. Merolla et al.   SCIENCE

Photo-Detectors Integrated with Resonant Tunneling Diodes

(2013) Bruno Romeira et al.   SENSORS

Spiking computation and stochastic amplification in a neuron-like semiconductor microstructure

(2011) A. S. Samardak et al.   JOURNAL OF APPLIED PHYSICS

Excitability in a semiconductor laser with saturable absorber

(2011) Sylvain Barbay et al.   OPTICS LETTERS

Supervised Learning in Spiking Neural Networks with ReSuMe: Sequence Learning, Classification, and Spike Shifting

(2009) Filip Ponulak et al.   NEURAL COMPUTATION