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

Información del proyecto

ChipAI

Identificador del acuerdo de subvención: 828841

DOI

10.3030/828841

Proyecto cerrado

Fecha de la firma de la CE 21 Diciembre 2018

Fecha de inicio 1 Marzo 2019

Fecha de finalización 30 Noviembre 2022

Financiado con arreglo a

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Coste total

€ 3 892 005,00

Aportación de la UE

€ 3 892 005,00

Coordinado por

INTERNATIONAL IBERIAN NANOTECHNOLOGY LABORATORY
Portugal

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Publicaciones

Peer reviewed articles (36)

Spike propagation in a nanolaser-based optoelectronic neuron

Autores: Ignacio Ortega-Piwonka, Matěj Hejda, Juan Alanis, João Lourenço, Antonio Hurtado, José Figueiredo, Bruno Romeira, and Julien Javaloyes
Publicado en: Optical Materials Express, 2022, ISSN 2159-3930
Editor: 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

Autores: Matěj Hejda; Joshua Robertson; Julian Bueno; Juan Arturo Alanis; Antonio Hurtado
Publicado en: APL Photonics, Edición 16, 2021, ISSN 2378-0967
Editor: AIP
DOI: 10.1063/5.0048674

Ultrafast Neuromorphic Photonic Image Processing with a VCSEL Neuron

Autores: Joshua Robertson; Paul Kirkland; Juan Arturo Alanis; Matěj Hejda; Julián Bueno; Gaetano Di Caterina; Antonio Hurtado
Publicado en: Scientific Reports, Edición 5, 2022, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.48550/arxiv.2110.01617

Opportunities for integrated photonic neural networks

Autores: Pascal Stark; Folkert Horst; Roger Dangel; Jonas R. Weiss; Bert Jan Offrein
Publicado en: Nanophotonics, Edición 7, 2020, ISSN 2192-8614
Editor: De Gruyter
DOI: 10.1515/nanoph-2020-0297

Image edge detection with a photonic spiking VCSEL-neuron

Autores: Joshua Robertson; Yahui Zhang; Matěj Hejda; Julian Bueno; Shuiying Xiang; Antonio Hurtado
Publicado en: Optics Express, Edición 15, 2020, ISSN 1094-4087
Editor: 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

Autores: Ricardo M. R. Adão; Tangyou Sun; Bruno Romeira; Pedro Alpuim; Jana B. Nieder
Publicado en: Optics Express, Edición 13, 2022, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.449037

Analysis of Excitability in Resonant Tunneling Diode-Photodetectors

Autores: Weikang Zhang, Abdullah Al-Khalidi, José Figueiredo,Qusay Raghib Ali Al-Taai, Edward Wasige and Robert H. Hadfield
Publicado en: Nanomaterials, 2021, ISSN 2079-4991
Editor: MDPI
DOI: 10.3390/nano11061590

Simplified description of dynamics in neuromorphic resonant tunneling diodes

Autores: I. Ortega-Piwonka, A. E. Teruel, R. Prohens, C. Vich, and J. Javaloyes
Publicado en: Chaos, 2021, ISSN 1054-1500
Editor: American Institute of Physics
DOI: 10.1063/5.0062686

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

Autores: Yahui Zhang; Joshua Robertson; Shuiying Xiang; Matěj Hejda; Julian Bueno; Antonio Hurtado
Publicado en: Photonics Research, Edición 5, 2021, ISSN 2327-9125
Editor: OPTICA
DOI: 10.48550/arxiv.2011.04438

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

Autores: 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
Publicado en: ACS Nano, Edición 6, 2020, ISSN 1936-0851
Editor: American Chemical Society
DOI: 10.17863/cam.58544

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

Autores: Joshua Robertson; Matěj Hejda; Dafydd Owen-Newns; Antonio Hurtado
Publicado en: IEEE Journal of Selected Topics in Quantum Electronics, Edición 2, 2023, ISSN 1077-260X
Editor: 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

Autores: Matěj Hejda, Joshua Robertson, Julián Bueno and Antonio Hurtado
Publicado en: Journal of Physics: Photonics, 2020, ISSN 2515-7647
Editor: IOP Publishing
DOI: 10.1088/2515-7647/aba670

Three-dimensional cross-nanowire networks recover full terahertz state

Autores: 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
Publicado en: Science, 2020, ISSN 0036-8075
Editor: 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.

Autores: Ricardo M. R. Adão; Eduardo Balvís; A. V. Carpentier; Humberto Michinel; Jana B. Nieder
Publicado en: Sensors, Edición 13, 2021, ISSN 1424-8220
Editor: 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

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

Comprehensive Performance Analysis of a VCSEL-Based Photonic Reservoir Computer

Autores: Julian Bueno; Joshua Robertson; Matej Hejda; Antonio Hurtado
Publicado en: IEEE Photonics Technology Letters, Edición 3, 2021, ISSN 1941-0174
Editor: IEEE
DOI: 10.1109/lpt.2021.3075095

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

Autores: Fernando J. Gordo; Joana Tátá; Jérôme Borme; Morten A. Geday; Manuel Caño-García; Jana B. Nieder
Publicado en: Optics Express, Edición 24, 2022, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.469281

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

Autores: Juan Arturo Alanis; Joshua Robertson; Matěj Hejda; Antonio Hurtado
Publicado en: Applied Physics Letters, Edición 1, 2021, ISSN 0003-6951
Editor: American Institute of Physics
DOI: 10.1063/5.0064374

An Integrated Photorefractive Analog Matrix-Vector Multiplier for Machine Learning

Autores: Vlieg, Elger A.; Talandier, Lucas; Dangel, Roger; Horst, Folkert; Offrein, Bert J.
Publicado en: Applied Sciences, Edición 23, 2022, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app12094226

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

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

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

Autores: D. Jevtics; B. Guilhabert; A. Hurtado; M.D. Dawson; M.J. Strain
Publicado en: Progress in Quantum Electronics, Edición 4, 2022, ISSN 0079-6727
Editor: Pergamon Press
DOI: 10.1016/j.pquantelec.2022.100394

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

Autores: Bruno Romeira; Jérôme Borme; Helder Fonseca; Joao Gaspar; Jana B. Nieder
Publicado en: Optics Express, Edición 17, 2020, ISSN 1094-4087
Editor: 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

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

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

Autores: Ricardo M. R. Adão; Tiago L. Alves; Christian Maibohm; Bruno Romeira; Jana B. Nieder
Publicado en: Optics Express, Edición 1, 2022, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.449641

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

Autores: Matěj Hejda; Juan Arturo Alanis; Ignacio Ortega-Piwonka; João Lourenço; José Figueiredo; Julien Javaloyes; Bruno Romeira; Antonio Hurtado
Publicado en: Physical Review Applied, Edición 1, 2022, ISSN 2331-7019
Editor: American Physical Society
DOI: 10.1103/physrevapplied.17.024072

Photonic neuromorphic computing using vertical cavity semiconductor lasers

Autores: Anas Skalli; Joshua Robertson; Dafydd Owen-Newns; Matej Hejda; Xavier Porte; Stephan Reitzenstein; Antonio Hurtado; Daniel Brunner
Publicado en: Optical Materials Express, Edición 14, 2022, ISSN 2159-3930
Editor: Optical Society of America
DOI: 10.1364/ome.450926

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

Autores: Joshua Robertson, Matěj Hejda, Julián Bueno, Antonio Hurtado
Publicado en: Scientific Reports, Edición 10/1, 2020, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-020-62945-5

Toward Neuromorphic Photonic Networks of Ultrafast Spiking Laser Neurons

Autores: Joshua Robertson, Ewan Wade, Yasmin Kopp, Julian Bueno, Antonio Hurtado
Publicado en: IEEE Journal of Selected Topics in Quantum Electronics, Edición 26/1, 2020, Página(s) 1-15, ISSN 1077-260X
Editor: 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

Autores: Joshua Robertson, Ewan Wade, Antonio Hurtado
Publicado en: IEEE Journal of Selected Topics in Quantum Electronics, Edición 25/6, 2019, Página(s) 1-7, ISSN 1077-260X
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstqe.2019.2899040

Physical Limits of NanoLEDs and Nanolasers for Optical Communications

Autores: Bruno Romeira, Andrea Fiore
Publicado en: Proceedings of the IEEE, 2020, Página(s) 1-14, ISSN 0018-9219
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jproc.2019.2912293

Bursting and Excitability in Neuromorphic Resonant Tunneling Diodes

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

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

Autores: Bruno Romeira, José M. L. Figueiredo and Julien Javaloyes
Publicado en: Nanophotonics, 2020, ISSN 2192-8614
Editor: 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

Autores: 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
Publicado en: Nanophotonics, Edición 5, 2023, ISSN 2192-8614
Editor: 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

Autores: 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
Publicado en: Optical Materials Express, Edición 18, 2021, ISSN 2159-3930
Editor: Optical Society of America
DOI: 10.1364/ome.432751

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

Autores: Matej Hejda; Martin Vaughan; Ian Henning; Rihab Al-Seyab; Antonio Hurtado; Mike Adams
Publicado en: IEEE Journal of Selected Topics in Quantum Electronics, Edición 1, 2023, ISSN 1077-260X
Editor: 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

Autores: Joshua Robertson; Juan Arturo Alanis; Matěj Hejda; Antonio Hurtado
Publicado en: Optical Materials Express, Edición 7, 2022, ISSN 2159-3930
Editor: Optical Society of America
DOI: 10.1364/ome.450923

Conference proceedings (6)

Neuromorphic Image Processing with a VCSEL Neuron

Autores: Joshua Robertson; Juan Arturo Alanis; Gaetano Di Caterina; Paul Kirkland; Matej Hejda; Antonio Hurtado; Julian Bueno
Publicado en: IEEE Photonics Conference (IPC), Edición 1, 2021
Editor: IEEE
DOI: 10.1109/ipc48725.2021.9592897

VCSELs for Fast Neuromorphic Photonic Systems Operating at GHz Rates

Autores: Matej Hejda; Joshua Robertson; Julian Bueno; Antonio Hurtado
Publicado en: 2020 Optical Fiber Communications Conference and Exhibition (OFC), Edición 1, 2020
Editor: IEEE
DOI: 10.5281/zenodo.3979552

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

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

VCSELs for fast neuromorphic photonic systems operating at GHz rates

Autores: Matěj Hejda, Joshua Robertson, Julián Bueno, Antonio Hurtado
Publicado en: Optical Fiber Communication Conference (OFC) 2020, 2020, Página(s) T4C.1, ISBN 978-1-943580-71-2
Editor: OSA
DOI: 10.1364/ofc.2020.t4c.1

Ultrafast Emulation of Retinal Neuronal Circuits with Artificial VCSEL Optical Neurons

Autores: Joshua Robertson, Ewan Wade, Antonio Hurtado
Publicado en: 2019 IEEE Photonics Conference (IPC), 2019, Página(s) 1-2, ISBN 978-1-7281-0615-1
Editor: IEEE
DOI: 10.1109/ipcon.2019.8908359

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

Autores: Juan Arturo Alanis; Joshua Robertson; Matej Hejda; Antonio Hurtado
Publicado en: IEEE Photonics Conference (IPC), Edición 2, 2021
Editor: IEEE
DOI: 10.1109/ipc48725.2021.9592849

Thesis and dissertations (2)

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

Autores: Ricardo Ribeiro Adão
Publicado en: 2022
Editor: University of Vigo

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

Autores: Pedro Alexandre Aparício de Moura
Publicado en: 2019
Editor: Universidade Nova de Lisboa

Monographic books (1)

Resonant Tunneling Diode Photonics Devices and applications

Autores: Charlie Ironside, Bruno Romeira and José Figueiredo
Publicado en: Morgan & Claypool Publishers/IOP Concise Physics, 2019, ISBN 978-1-64327-744-8
Editor: Morgan & Claypool Publishers
DOI: 10.1088/2053-2571/ab3a9a