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

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

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 (36)

Spike propagation in a nanolaser-based optoelectronic neuron

Auteurs: Ignacio Ortega-Piwonka, Matěj Hejda, Juan Alanis, João Lourenço, Antonio Hurtado, José Figueiredo, Bruno Romeira, and Julien Javaloyes
Publié dans: Optical Materials Express, 2022, ISSN 2159-3930
Éditeur: Optical Society of America
DOI: 10.1364/ome.451706

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

Auteurs: Matěj Hejda; Joshua Robertson; Julian Bueno; Juan Arturo Alanis; Antonio Hurtado
Publié dans: APL Photonics, Numéro 16, 2021, ISSN 2378-0967
Éditeur: AIP
DOI: 10.1063/5.0048674

Ultrafast Neuromorphic Photonic Image Processing with a VCSEL Neuron

Auteurs: Joshua Robertson; Paul Kirkland; Juan Arturo Alanis; Matěj Hejda; Julián Bueno; Gaetano Di Caterina; Antonio Hurtado
Publié dans: Scientific Reports, Numéro 5, 2022, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.48550/arxiv.2110.01617

Opportunities for integrated photonic neural networks

Auteurs: Pascal Stark; Folkert Horst; Roger Dangel; Jonas R. Weiss; Bert Jan Offrein
Publié dans: Nanophotonics, Numéro 7, 2020, ISSN 2192-8614
Éditeur: De Gruyter
DOI: 10.1515/nanoph-2020-0297

Image edge detection with a photonic spiking VCSEL-neuron

Auteurs: Joshua Robertson; Yahui Zhang; Matěj Hejda; Julian Bueno; Shuiying Xiang; Antonio Hurtado
Publié dans: Optics Express, Numéro 15, 2020, ISSN 1094-4087
Éditeur: Optical Society of America
DOI: 10.1364/oe.408747

Spectral-temporal luminescence properties of Colloidal CdSe/ZnS Quantum Dots in relevant polymer matrices for integration in low turn-on voltage AC-driven LEDs

Auteurs: Ricardo M. R. Adão; Tangyou Sun; Bruno Romeira; Pedro Alpuim; Jana B. Nieder
Publié dans: Optics Express, Numéro 13, 2022, ISSN 1094-4087
Éditeur: Optical Society of America
DOI: 10.1364/oe.449037

Analysis of Excitability in Resonant Tunneling Diode-Photodetectors

Auteurs: Weikang Zhang, Abdullah Al-Khalidi, José Figueiredo,Qusay Raghib Ali Al-Taai, Edward Wasige and Robert H. Hadfield
Publié dans: Nanomaterials, 2021, ISSN 2079-4991
Éditeur: MDPI
DOI: 10.3390/nano11061590

Simplified description of dynamics in neuromorphic resonant tunneling diodes

Auteurs: I. Ortega-Piwonka, A. E. Teruel, R. Prohens, C. Vich, and J. Javaloyes
Publié dans: Chaos, 2021, ISSN 1054-1500
Éditeur: American Institute of Physics
DOI: 10.1063/5.0062686

All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes

Auteurs: Yahui Zhang; Joshua Robertson; Shuiying Xiang; Matěj Hejda; Julian Bueno; Antonio Hurtado
Publié dans: Photonics Research, Numéro 5, 2021, ISSN 2327-9125
Éditeur: OPTICA
DOI: 10.48550/arxiv.2011.04438

High-throughput electrical characterization of nanomaterials from room to cryogenic temperatures

Auteurs: L. W. Smith; Jack O Batey; Jack A. Alexander-Webber; Ye Fan; Yu-Chiang Hsieh; Shin-Jr Fung; Dimitars Jevtics; Joshua Robertson; Benoit Guilhabert; Michael J. Strain; Martin D. Dawson; Antonio Hurtado; J. Griffiths; Harvey E. Beere; Chennupati Jagadish; Oliver J. Burton; Stephan Hofmann; Tse-Ming Chen; David A. Ritchie; Michael Kelly; Hannah J. Joyce; Charles G. Smith
Publié dans: ACS Nano, Numéro 6, 2020, ISSN 1936-0851
Éditeur: American Chemical Society
DOI: 10.17863/cam.58544

GHz Rate Neuromorphic Photonic Spiking Neural Network with a Single Vertical-Cavity Surface-Emitting Laser (VCSEL)

Auteurs: Joshua Robertson; Matěj Hejda; Dafydd Owen-Newns; Antonio Hurtado
Publié dans: IEEE Journal of Selected Topics in Quantum Electronics, Numéro 2, 2023, ISSN 1077-260X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstqe.2022.3205716

pike-based information encoding in vertical cavity surface emitting lasers for neuromorphic photonic systems

Auteurs: Matěj Hejda, Joshua Robertson, Julián Bueno and Antonio Hurtado
Publié dans: Journal of Physics: Photonics, 2020, ISSN 2515-7647
Éditeur: IOP Publishing
DOI: 10.1088/2515-7647/aba670

Three-dimensional cross-nanowire networks recover full terahertz state

Auteurs: Kun Peng, Dimitars Jevtics, Fanlu Zhang, Sabrina Sterzl, Djamshid A Damry, Mathias U Rothmann, Benoit Guilhabert, Michael J Strain, Hark H Tan, Laura M Herz, Lan Fu, Martin D Dawson, Antonio Hurtado, Chennupati Jagadish, Michael B Johnston
Publié dans: Science, 2020, ISSN 0036-8075
Éditeur: American Association for the Advancement of Science
DOI: 10.1126/science.abb0924

Cityscape LoRa Signal Propagation Predicted and Tested Using Real-World Building-Data Based O-FDTD Simulations and Experimental Characterization.

Auteurs: Ricardo M. R. Adão; Eduardo Balvís; A. V. Carpentier; Humberto Michinel; Jana B. Nieder
Publié dans: Sensors, Numéro 13, 2021, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21082717

Photonic polymeric structures and electrodynamics simulation method based on a coupled oscillator finite-difference time-domain (O-FDTD) approac

Auteurs: Ricardo M. R. Adão, Manuel Caño-García, Christian Maibohm, and Jana B. Nieder
Publié dans: Optics Express, 2021, ISSN 1094-4087
Éditeur: Optical Society of America
DOI: 10.1364/oe.414211

Comprehensive Performance Analysis of a VCSEL-Based Photonic Reservoir Computer

Auteurs: Julian Bueno; Joshua Robertson; Matej Hejda; Antonio Hurtado
Publié dans: IEEE Photonics Technology Letters, Numéro 3, 2021, ISSN 1941-0174
Éditeur: IEEE
DOI: 10.1109/lpt.2021.3075095

Design and manufacture of an all-polymeric integrated multimode interferometer for visible photonics

Auteurs: Fernando J. Gordo; Joana Tátá; Jérôme Borme; Morten A. Geday; Manuel Caño-García; Jana B. Nieder
Publié dans: Optics Express, Numéro 24, 2022, ISSN 1094-4087
Éditeur: Optical Society of America
DOI: 10.1364/oe.469281

Weight adjustable photonic synapse by non-linear gain in a vertical cavity semiconductor optical amplifier

Auteurs: Juan Arturo Alanis; Joshua Robertson; Matěj Hejda; Antonio Hurtado
Publié dans: Applied Physics Letters, Numéro 1, 2021, ISSN 0003-6951
Éditeur: American Institute of Physics
DOI: 10.1063/5.0064374

An Integrated Photorefractive Analog Matrix-Vector Multiplier for Machine Learning

Auteurs: Vlieg, Elger A.; Talandier, Lucas; Dangel, Roger; Horst, Folkert; Offrein, Bert J.
Publié dans: Applied Sciences, Numéro 23, 2022, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app12094226

Tuneable presynaptic weighting in optoelectronic spiking neurons built with laser-coupled resonant tunneling diodes

Auteurs: Weikang Zhang; Matěj Hejda; Ekaterina Malysheva; Qusay Al-taai; Julien Javaloyes; Edward Wasige; José M. L. Figueiredo; Victor Calzadilla; Bruno Romeira; Antonio Hurtado
Publié dans: Journal of Physics D: Applied Physics, Numéro 1, 2023, ISSN 0022-3727
Éditeur: Institute of Physics Publishing
DOI: 10.1088/1361-6463/aca914

Deterministic integration of single nanowire devices with on-chip photonics and electronics

Auteurs: D. Jevtics; B. Guilhabert; A. Hurtado; M.D. Dawson; M.J. Strain
Publié dans: Progress in Quantum Electronics, Numéro 4, 2022, ISSN 0079-6727
Éditeur: Pergamon Press
DOI: 10.1016/j.pquantelec.2022.100394

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

Auteurs: Bruno Romeira; Jérôme Borme; Helder Fonseca; Joao Gaspar; Jana B. Nieder
Publié dans: Optics Express, Numéro 17, 2020, ISSN 1094-4087
Éditeur: Optical Society of America
DOI: 10.1364/oe.402887

Surface Passivation of III–V GaAs Nanopillars by Low-Frequency Plasma Deposition of Silicon Nitride for Active Nanophotonic Devices

Auteurs: Bejoys Jacob, Filipe Camarneiro, Jérôme Borme, Oleksandr Bondarchuk, Jana B. Nieder, and Bruno Romeira
Publié dans: ACS Appl. Electron. Mater., 2022, ISSN 2637-6113
Éditeur: American Chemistry Society
DOI: 10.1021/acsaelm.2c00195

Two-photon polymerization simulation and fabrication of 3D microprinted suspended waveguides for on-chip optical interconnects

Auteurs: Ricardo M. R. Adão; Tiago L. Alves; Christian Maibohm; Bruno Romeira; Jana B. Nieder
Publié dans: Optics Express, Numéro 1, 2022, ISSN 1094-4087
Éditeur: Optical Society of America
DOI: 10.1364/oe.449641

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

Auteurs: Matěj Hejda; Juan Arturo Alanis; Ignacio Ortega-Piwonka; João Lourenço; José Figueiredo; Julien Javaloyes; Bruno Romeira; Antonio Hurtado
Publié dans: Physical Review Applied, Numéro 1, 2022, ISSN 2331-7019
Éditeur: American Physical Society
DOI: 10.1103/physrevapplied.17.024072

Photonic neuromorphic computing using vertical cavity semiconductor lasers

Auteurs: Anas Skalli; Joshua Robertson; Dafydd Owen-Newns; Matej Hejda; Xavier Porte; Stephan Reitzenstein; Antonio Hurtado; Daniel Brunner
Publié dans: Optical Materials Express, Numéro 14, 2022, ISSN 2159-3930
Éditeur: Optical Society of America
DOI: 10.1364/ome.450926

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

Bursting and Excitability in Neuromorphic Resonant Tunneling Diodes

Auteurs: I. Ortega-Piwonka, O. Piro, J. M. L. Figueiredo, B. Romeira, and J. Javaloyes
Publié dans: Phys. Rev. Applied, 2021, ISSN 2331-7019
Éditeur: American Physical Society
DOI: 10.1103/physrevapplied.15.034017

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

Auteurs: Bruno Romeira, José M. L. Figueiredo and Julien Javaloyes
Publié dans: Nanophotonics, 2020, ISSN 2192-8614
Éditeur: Walter de Gruyter
DOI: 10.1515/nanoph-2020-0177

Artificial optoelectronic spiking neuron based on a resonant tunnelling diode coupled to a verticalcavity surface emitting laser

Auteurs: Matěj Hejda, Ekaterina Malysheva, Dafydd Owen-Newns, Qusay Raghib Ali Al-Taai, Weikang Zhang, Ignacio Ortega-Piwonka ,Julien Javaloyes, Edward Wasige, Victor Dolores-Calzadilla, José M. L. Figueiredo, Bruno Romeira and Antonio Hurtado
Publié dans: Nanophotonics, Numéro 5, 2023, ISSN 2192-8614
Éditeur: Walter de Gruyter
DOI: 10.1515/nanoph-2022-0362

Spatially dense integration of micron-scale devices from multiple materials on a single chip via transfer-printing

Auteurs: Dimitars Jevtics; Jack A. Smith; John McPhillimy; Benoit Guilhabert; Paul Hill; Charalambos Klitis; Antonio Hurtado; Marc Sorel; Hark Hoe Tan; Chennupati Jagadish; Martin D. Dawson; Michael J. Strain
Publié dans: Optical Materials Express, Numéro 18, 2021, ISSN 2159-3930
Éditeur: Optical Society of America
DOI: 10.1364/ome.432751

Spiking Behaviour in Laterally-Coupled Pairs of VCSELs With Applications in Neuromorphic Photonics

Auteurs: Matej Hejda; Martin Vaughan; Ian Henning; Rihab Al-Seyab; Antonio Hurtado; Mike Adams
Publié dans: IEEE Journal of Selected Topics in Quantum Electronics, Numéro 1, 2023, ISSN 1077-260X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstqe.2022.3218950

Photonic synaptic system for MAC operations by interconnected vertical cavity surface emitting lasers

Auteurs: Joshua Robertson; Juan Arturo Alanis; Matěj Hejda; Antonio Hurtado
Publié dans: Optical Materials Express, Numéro 7, 2022, ISSN 2159-3930
Éditeur: Optical Society of America
DOI: 10.1364/ome.450923

Conference proceedings (6)

Neuromorphic Image Processing with a VCSEL Neuron

Auteurs: Joshua Robertson; Juan Arturo Alanis; Gaetano Di Caterina; Paul Kirkland; Matej Hejda; Antonio Hurtado; Julian Bueno
Publié dans: IEEE Photonics Conference (IPC), Numéro 1, 2021
Éditeur: IEEE
DOI: 10.1109/ipc48725.2021.9592897

VCSELs for Fast Neuromorphic Photonic Systems Operating at GHz Rates

Auteurs: Matej Hejda; Joshua Robertson; Julian Bueno; Antonio Hurtado
Publié dans: 2020 Optical Fiber Communications Conference and Exhibition (OFC), Numéro 1, 2020
Éditeur: IEEE
DOI: 10.5281/zenodo.3979552

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

Photonic Synapse by Non-Linear Gain in a Vertical Cavity Semiconductor Optical Amplifier

Auteurs: Juan Arturo Alanis; Joshua Robertson; Matej Hejda; Antonio Hurtado
Publié dans: IEEE Photonics Conference (IPC), Numéro 2, 2021
Éditeur: IEEE
DOI: 10.1109/ipc48725.2021.9592849

Thesis and dissertations (2)

Generating, controlling, and deploying light for emerging photonic integrated technologies

Auteurs: Ricardo Ribeiro Adão
Publié dans: 2022
Éditeur: University of Vigo

Simulation and optical characterization of efficient light-emitting metallo-dielectric micro- and nanopillars

Auteurs: Pedro Alexandre Aparício de Moura
Publié dans: 2019
Éditeur: Universidade Nova de Lisboa

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