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

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

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 (36)

Spike propagation in a nanolaser-based optoelectronic neuron

Autorzy: Ignacio Ortega-Piwonka, Matěj Hejda, Juan Alanis, João Lourenço, Antonio Hurtado, José Figueiredo, Bruno Romeira, and Julien Javaloyes
Opublikowane w: Optical Materials Express, 2022, ISSN 2159-3930
Wydawca: 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

Autorzy: Matěj Hejda; Joshua Robertson; Julian Bueno; Juan Arturo Alanis; Antonio Hurtado
Opublikowane w: APL Photonics, Numer 16, 2021, ISSN 2378-0967
Wydawca: AIP
DOI: 10.1063/5.0048674

Ultrafast Neuromorphic Photonic Image Processing with a VCSEL Neuron

Autorzy: Joshua Robertson; Paul Kirkland; Juan Arturo Alanis; Matěj Hejda; Julián Bueno; Gaetano Di Caterina; Antonio Hurtado
Opublikowane w: Scientific Reports, Numer 5, 2022, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.48550/arxiv.2110.01617

Opportunities for integrated photonic neural networks

Autorzy: Pascal Stark; Folkert Horst; Roger Dangel; Jonas R. Weiss; Bert Jan Offrein
Opublikowane w: Nanophotonics, Numer 7, 2020, ISSN 2192-8614
Wydawca: De Gruyter
DOI: 10.1515/nanoph-2020-0297

Image edge detection with a photonic spiking VCSEL-neuron

Autorzy: Joshua Robertson; Yahui Zhang; Matěj Hejda; Julian Bueno; Shuiying Xiang; Antonio Hurtado
Opublikowane w: Optics Express, Numer 15, 2020, ISSN 1094-4087
Wydawca: 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

Autorzy: Ricardo M. R. Adão; Tangyou Sun; Bruno Romeira; Pedro Alpuim; Jana B. Nieder
Opublikowane w: Optics Express, Numer 13, 2022, ISSN 1094-4087
Wydawca: Optical Society of America
DOI: 10.1364/oe.449037

Analysis of Excitability in Resonant Tunneling Diode-Photodetectors

Autorzy: Weikang Zhang, Abdullah Al-Khalidi, José Figueiredo,Qusay Raghib Ali Al-Taai, Edward Wasige and Robert H. Hadfield
Opublikowane w: Nanomaterials, 2021, ISSN 2079-4991
Wydawca: MDPI
DOI: 10.3390/nano11061590

Simplified description of dynamics in neuromorphic resonant tunneling diodes

Autorzy: I. Ortega-Piwonka, A. E. Teruel, R. Prohens, C. Vich, and J. Javaloyes
Opublikowane w: Chaos, 2021, ISSN 1054-1500
Wydawca: American Institute of Physics
DOI: 10.1063/5.0062686

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

Autorzy: Yahui Zhang; Joshua Robertson; Shuiying Xiang; Matěj Hejda; Julian Bueno; Antonio Hurtado
Opublikowane w: Photonics Research, Numer 5, 2021, ISSN 2327-9125
Wydawca: OPTICA
DOI: 10.48550/arxiv.2011.04438

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

Autorzy: 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
Opublikowane w: ACS Nano, Numer 6, 2020, ISSN 1936-0851
Wydawca: American Chemical Society
DOI: 10.17863/cam.58544

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

Autorzy: Joshua Robertson; Matěj Hejda; Dafydd Owen-Newns; Antonio Hurtado
Opublikowane w: IEEE Journal of Selected Topics in Quantum Electronics, Numer 2, 2023, ISSN 1077-260X
Wydawca: 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

Autorzy: Matěj Hejda, Joshua Robertson, Julián Bueno and Antonio Hurtado
Opublikowane w: Journal of Physics: Photonics, 2020, ISSN 2515-7647
Wydawca: IOP Publishing
DOI: 10.1088/2515-7647/aba670

Three-dimensional cross-nanowire networks recover full terahertz state

Autorzy: 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
Opublikowane w: Science, 2020, ISSN 0036-8075
Wydawca: 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.

Autorzy: Ricardo M. R. Adão; Eduardo Balvís; A. V. Carpentier; Humberto Michinel; Jana B. Nieder
Opublikowane w: Sensors, Numer 13, 2021, ISSN 1424-8220
Wydawca: 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

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

Comprehensive Performance Analysis of a VCSEL-Based Photonic Reservoir Computer

Autorzy: Julian Bueno; Joshua Robertson; Matej Hejda; Antonio Hurtado
Opublikowane w: IEEE Photonics Technology Letters, Numer 3, 2021, ISSN 1941-0174
Wydawca: IEEE
DOI: 10.1109/lpt.2021.3075095

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

Autorzy: Fernando J. Gordo; Joana Tátá; Jérôme Borme; Morten A. Geday; Manuel Caño-García; Jana B. Nieder
Opublikowane w: Optics Express, Numer 24, 2022, ISSN 1094-4087
Wydawca: Optical Society of America
DOI: 10.1364/oe.469281

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

Autorzy: Juan Arturo Alanis; Joshua Robertson; Matěj Hejda; Antonio Hurtado
Opublikowane w: Applied Physics Letters, Numer 1, 2021, ISSN 0003-6951
Wydawca: American Institute of Physics
DOI: 10.1063/5.0064374

An Integrated Photorefractive Analog Matrix-Vector Multiplier for Machine Learning

Autorzy: Vlieg, Elger A.; Talandier, Lucas; Dangel, Roger; Horst, Folkert; Offrein, Bert J.
Opublikowane w: Applied Sciences, Numer 23, 2022, ISSN 2076-3417
Wydawca: MDPI
DOI: 10.3390/app12094226

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

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

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

Autorzy: D. Jevtics; B. Guilhabert; A. Hurtado; M.D. Dawson; M.J. Strain
Opublikowane w: Progress in Quantum Electronics, Numer 4, 2022, ISSN 0079-6727
Wydawca: Pergamon Press
DOI: 10.1016/j.pquantelec.2022.100394

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

Autorzy: Bruno Romeira; Jérôme Borme; Helder Fonseca; Joao Gaspar; Jana B. Nieder
Opublikowane w: Optics Express, Numer 17, 2020, ISSN 1094-4087
Wydawca: 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

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

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

Autorzy: Ricardo M. R. Adão; Tiago L. Alves; Christian Maibohm; Bruno Romeira; Jana B. Nieder
Opublikowane w: Optics Express, Numer 1, 2022, ISSN 1094-4087
Wydawca: Optical Society of America
DOI: 10.1364/oe.449641

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

Autorzy: Matěj Hejda; Juan Arturo Alanis; Ignacio Ortega-Piwonka; João Lourenço; José Figueiredo; Julien Javaloyes; Bruno Romeira; Antonio Hurtado
Opublikowane w: Physical Review Applied, Numer 1, 2022, ISSN 2331-7019
Wydawca: American Physical Society
DOI: 10.1103/physrevapplied.17.024072

Photonic neuromorphic computing using vertical cavity semiconductor lasers

Autorzy: Anas Skalli; Joshua Robertson; Dafydd Owen-Newns; Matej Hejda; Xavier Porte; Stephan Reitzenstein; Antonio Hurtado; Daniel Brunner
Opublikowane w: Optical Materials Express, Numer 14, 2022, ISSN 2159-3930
Wydawca: Optical Society of America
DOI: 10.1364/ome.450926

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

Bursting and Excitability in Neuromorphic Resonant Tunneling Diodes

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

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

Autorzy: Bruno Romeira, José M. L. Figueiredo and Julien Javaloyes
Opublikowane w: Nanophotonics, 2020, ISSN 2192-8614
Wydawca: 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

Autorzy: 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
Opublikowane w: Nanophotonics, Numer 5, 2023, ISSN 2192-8614
Wydawca: 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

Autorzy: 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
Opublikowane w: Optical Materials Express, Numer 18, 2021, ISSN 2159-3930
Wydawca: Optical Society of America
DOI: 10.1364/ome.432751

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

Autorzy: Matej Hejda; Martin Vaughan; Ian Henning; Rihab Al-Seyab; Antonio Hurtado; Mike Adams
Opublikowane w: IEEE Journal of Selected Topics in Quantum Electronics, Numer 1, 2023, ISSN 1077-260X
Wydawca: 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

Autorzy: Joshua Robertson; Juan Arturo Alanis; Matěj Hejda; Antonio Hurtado
Opublikowane w: Optical Materials Express, Numer 7, 2022, ISSN 2159-3930
Wydawca: Optical Society of America
DOI: 10.1364/ome.450923

Conference proceedings (6)

Neuromorphic Image Processing with a VCSEL Neuron

Autorzy: Joshua Robertson; Juan Arturo Alanis; Gaetano Di Caterina; Paul Kirkland; Matej Hejda; Antonio Hurtado; Julian Bueno
Opublikowane w: IEEE Photonics Conference (IPC), Numer 1, 2021
Wydawca: IEEE
DOI: 10.1109/ipc48725.2021.9592897

VCSELs for Fast Neuromorphic Photonic Systems Operating at GHz Rates

Autorzy: Matej Hejda; Joshua Robertson; Julian Bueno; Antonio Hurtado
Opublikowane w: 2020 Optical Fiber Communications Conference and Exhibition (OFC), Numer 1, 2020
Wydawca: IEEE
DOI: 10.5281/zenodo.3979552

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

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

Autorzy: Juan Arturo Alanis; Joshua Robertson; Matej Hejda; Antonio Hurtado
Opublikowane w: IEEE Photonics Conference (IPC), Numer 2, 2021
Wydawca: IEEE
DOI: 10.1109/ipc48725.2021.9592849

Thesis and dissertations (2)

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

Autorzy: Ricardo Ribeiro Adão
Opublikowane w: 2022
Wydawca: University of Vigo

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

Autorzy: Pedro Alexandre Aparício de Moura
Opublikowane w: 2019
Wydawca: Universidade Nova de Lisboa

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