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

Informacje na temat projektu

ChipAI

Identyfikator umowy o grant: 828841

DOI 10.3030/828841

Projekt został zamknięty

Data podpisania przez KE 21 Grudnia 2018

Data rozpoczęcia 1 Marca 2019

Data zakończenia 30 Listopada 2022

Finansowanie w ramach

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Koszt całkowity € 3 892 005,00

Wkład UE € 3 892 005,00

Koordynowany przez

INTERNATIONAL IBERIAN NANOTECHNOLOGY LABORATORY
Portugal

Rezultaty

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

Publikacje

Peer reviewed articles (4)

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

Autorzy: Joshua Robertson, Matěj Hejda, Julián Bueno, Antonio Hurtado
Opublikowane w: Scientific Reports, Numer 10/1, 2020, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-020-62945-5

Toward Neuromorphic Photonic Networks of Ultrafast Spiking Laser Neurons

Autorzy: Joshua Robertson, Ewan Wade, Yasmin Kopp, Julian Bueno, Antonio Hurtado
Opublikowane w: IEEE Journal of Selected Topics in Quantum Electronics, Numer 26/1, 2020, Strona(/y) 1-15, ISSN 1077-260X
Wydawca: 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

Autorzy: Joshua Robertson, Ewan Wade, Antonio Hurtado
Opublikowane w: IEEE Journal of Selected Topics in Quantum Electronics, Numer 25/6, 2019, Strona(/y) 1-7, ISSN 1077-260X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstqe.2019.2899040

Physical Limits of NanoLEDs and Nanolasers for Optical Communications

Autorzy: Bruno Romeira, Andrea Fiore
Opublikowane w: Proceedings of the IEEE, 2020, Strona(/y) 1-14, ISSN 0018-9219
Wydawca: 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

Autorzy: Bruno Romeira, Jerome Borme, Helder Fonseca, Joao Gaspar, Jana B. Nieder
Opublikowane w: 2019 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC), 2019, Strona(/y) 1-1, ISBN 978-1-7281-0469-0
Wydawca: IEEE
DOI: 10.1109/cleoe-eqec.2019.8872150

VCSELs for fast neuromorphic photonic systems operating at GHz rates

Autorzy: Matěj Hejda, Joshua Robertson, Julián Bueno, Antonio Hurtado
Opublikowane w: Optical Fiber Communication Conference (OFC) 2020, 2020, Strona(/y) T4C.1, ISBN 978-1-943580-71-2
Wydawca: OSA
DOI: 10.1364/ofc.2020.t4c.1

Ultrafast Emulation of Retinal Neuronal Circuits with Artificial VCSEL Optical Neurons

Autorzy: Joshua Robertson, Ewan Wade, Antonio Hurtado
Opublikowane w: 2019 IEEE Photonics Conference (IPC), 2019, Strona(/y) 1-2, ISBN 978-1-7281-0615-1
Wydawca: IEEE
DOI: 10.1109/ipcon.2019.8908359

Monographic books (1)

Resonant Tunneling Diode Photonics Devices and applications

Autorzy: Charlie Ironside, Bruno Romeira and José Figueiredo
Opublikowane w: Morgan & Claypool Publishers/IOP Concise Physics, 2019, ISBN 978-1-64327-744-8
Wydawca: Morgan & Claypool Publishers
DOI: 10.1088/2053-2571/ab3a9a