Energy-efficient and high-bandwidth neuromorphic nanophotonic Chips for Artificial Intelligence systems

Informations projet

ChipAI

N° de convention de subvention: 828841

DOI 10.3030/828841

Projet clôturé

Date de signature de la CE 21 Decembre 2018

Date de début 1 Mars 2019

Date de fin 30 Novembre 2022

Financé au titre de

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Coût total € 3 892 005,00

Contribution de l’UE € 3 892 005,00

Coordonné par

INTERNATIONAL IBERIAN NANOTECHNOLOGY LABORATORY
Portugal

Livrables

Documents, reports (5)

Neuromorphic system simulator free-software on-line
Final Dissemination Report
Report on energy-efficient optical synaptic interconnects design technology with low losses and on-chip amplification
Kick-Off Meeting Report

This will collect the outcome of the kick-off meeting.

Report on the Dissemination Industrial Workshop

Websites, patent fillings, videos etc. (1)

Project website and logo

Publications

Peer reviewed articles (4)

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

Auteurs: Joshua Robertson, Matěj Hejda, Julián Bueno, Antonio Hurtado
Publié dans: Scientific Reports, Numéro 10/1, 2020, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-020-62945-5

Toward Neuromorphic Photonic Networks of Ultrafast Spiking Laser Neurons

Auteurs: Joshua Robertson, Ewan Wade, Yasmin Kopp, Julian Bueno, Antonio Hurtado
Publié dans: IEEE Journal of Selected Topics in Quantum Electronics, Numéro 26/1, 2020, Page(s) 1-15, ISSN 1077-260X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstqe.2019.2931215

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

Auteurs: Joshua Robertson, Ewan Wade, Antonio Hurtado
Publié dans: IEEE Journal of Selected Topics in Quantum Electronics, Numéro 25/6, 2019, Page(s) 1-7, ISSN 1077-260X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstqe.2019.2899040

Physical Limits of NanoLEDs and Nanolasers for Optical Communications

Auteurs: Bruno Romeira, Andrea Fiore
Publié dans: Proceedings of the IEEE, 2020, Page(s) 1-14, ISSN 0018-9219
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jproc.2019.2912293

Conference proceedings (3)

Strong Enhancement of Light Extraction Efficiency in Sub-Wavelength AlGaAs/GaAs Vertical-Emitting Nanopillars

Auteurs: Bruno Romeira, Jerome Borme, Helder Fonseca, Joao Gaspar, Jana B. Nieder
Publié dans: 2019 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC), 2019, Page(s) 1-1, ISBN 978-1-7281-0469-0
Éditeur: IEEE
DOI: 10.1109/cleoe-eqec.2019.8872150

VCSELs for fast neuromorphic photonic systems operating at GHz rates

Auteurs: Matěj Hejda, Joshua Robertson, Julián Bueno, Antonio Hurtado
Publié dans: Optical Fiber Communication Conference (OFC) 2020, 2020, Page(s) T4C.1, ISBN 978-1-943580-71-2
Éditeur: OSA
DOI: 10.1364/ofc.2020.t4c.1

Ultrafast Emulation of Retinal Neuronal Circuits with Artificial VCSEL Optical Neurons

Auteurs: Joshua Robertson, Ewan Wade, Antonio Hurtado
Publié dans: 2019 IEEE Photonics Conference (IPC), 2019, Page(s) 1-2, ISBN 978-1-7281-0615-1
Éditeur: IEEE
DOI: 10.1109/ipcon.2019.8908359

Monographic books (1)

Resonant Tunneling Diode Photonics Devices and applications

Auteurs: Charlie Ironside, Bruno Romeira and José Figueiredo
Publié dans: Morgan & Claypool Publishers/IOP Concise Physics, 2019, ISBN 978-1-64327-744-8
Éditeur: Morgan & Claypool Publishers
DOI: 10.1088/2053-2571/ab3a9a