SPIKING PHOTONIC-ELECTRONIC IC FOR QUICK AND EFFICIENT PROCESSING

Informazioni relative al progetto

SPIKEPro

ID dell’accordo di sovvenzione: 101129904

DOI

10.3030/101129904

Data della firma CE 9 Ottobre 2023

Data di avvio 1 Marzo 2024

Data di completamento 29 Febbraio 2028

Finanziato da

• The European Innovation Council (EIC)

Costo totale

€ 2 632 778,75

Contributo UE

€ 2 632 778,75

Coordinato da

TECHNISCHE UNIVERSITEIT EINDHOVEN
Netherlands

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Data Management Plan (1)

IP and data management plan

Establish the IP and data management procedures

Documents, reports (2)

Website and project logo

Website and project logo information with also social media links

First dissemination and communication plan

Establish a dissemination & communication plan

Pubblicazioni

Peer reviewed articles (19)

Ultralow-threshold single-mode quantum-dot laser operating at O-band based on bound-states in the continuum

Autori: Danqi Lei, Ji Tong Wang, Bogdan-Petrin Ratiu, Huiwen Deng, Xuanchang Zhang, Zhao Yan, Suguo Huo, Liwei Cao, Wei Li, Siming Chen, Qiang Li, Huiyun Liu, Nicolae C Panoiu, Mingchu Tang
Pubblicato in: Journal of Physics D: Applied Physics, Numero 58, 2025, ISSN 0022-3727
Editore: IOP Publishing
DOI: 10.1088/1361-6463/AE0B80

Spiking Flip-Flop Memory in Resonant Tunneling Diode Neurons

Autori: Giovanni Donati, Dafydd Owen-Newns, Joshua Robertson, Ekaterina Malysheva, Andrew Adair, Jose Figueiredo, Bruno Romeira, Victor Dolores-Calzadilla, Antonio Hurtado
Pubblicato in: Physical Review Letters, Numero 133, 2024, ISSN 0031-9007
Editore: American Physical Society (APS)
DOI: 10.1103/PHYSREVLETT.133.267301

Optimisation of argon plasma pre-treatment for enhanced silicon surface preparation for germanium epitaxy

Autori: Xuanchang Zhang, Haotian Zeng, Hui Jia, Xueying Yu, Suguo Huo, Makhayeni Mtunzi, Huiwen Deng, Jaeseong Park, Hexing Wang, Alwyn Seeds, Huiyun Liu, Mingchu Tang
Pubblicato in: Journal of Physics D: Applied Physics, Numero 58, 2025, ISSN 0022-3727
Editore: IOP Publishing
DOI: 10.1088/1361-6463/AE0FA6

The influence of timescales and data injection schemes for reservoir computing using spin-VCSELs

Autori: Lukas Mühlnickel; Jonnel A. Jaurigue; Lina C. Jaurigue; Kathy Lüdge
Pubblicato in: Communications Physics, 2024, ISSN 2399-3650
Editore: Nature
DOI: 10.1038/S42005-024-01858-5

Data-driven acceleration of multi-physics simulations

Autori: Stefan Meinecke, Malte Selig, Felix Köster, Andreas Knorr, Kathy Lüdge
Pubblicato in: Machine Learning: Science and Technology, Numero 5, 2024, ISSN 2632-2153
Editore: IOP Publishing
DOI: 10.1088/2632-2153/AD7572

All-optical spiking processing and reservoir computing with a passive silicon microring and wavelength-time division multiplexing

Autori: Giovanni Donati, Stefano Biasi, Lorenzo Pavesi, Antonio Hurtado
Pubblicato in: Photonics Research, Numero 13, 2025, ISSN 2327-9125
Editore: Optica Publishing Group
DOI: 10.1364/PRJ.558405

High operating temperature (> 200 °C) InAs/GaAs quantum-dot laser with co-doping technique

Autori: Jae-Seong Park, Huiwen Deng, Shujie Pan, Hexing Wang, Yangqian Wang, Jiajing Yuan, Xuanchang Zhang, Haotian Zeng, Hui Jia, Manyu Dang, Pawan Mishra, George Jandu, Siming Chen, Peter M Smowton, Alwyn Seeds, Huiyun Liu, Mingchu Tang
Pubblicato in: Journal of Physics D: Applied Physics, Numero 58, 2025, ISSN 0022-3727
Editore: IOP Publishing
DOI: 10.1088/1361-6463/ADC275

Time‐Multiplexed Reservoir Computing with Quantum‐Dot Lasers: Impact of Charge‐Carrier Scattering Timescale

Autori: Huifang Dong, Lina Jaurigue, Kathy Lüdge
Pubblicato in: physica status solidi (RRL) – Rapid Research Letters, 2025, ISSN 1862-6254
Editore: Wiley
DOI: 10.1002/PSSR.202400433

Antiphase boundary-free III–V materials epitaxially grown on on-axis silicon (001) substrates by ultra-thin silicon buffer

Autori: Xuanchang Zhang, Huiwen Deng, Haotian Zeng, Hui Jia, Mengxun Bai, Danqi Lei, Hexing Wang, Liwei Cao, Junjie Yang, Taylor Stock, Wei Li, Siming Chen, Alwyn Seeds, Huiyun Liu, Mingchu Tang
Pubblicato in: APL Materials, Numero 13, 2025, ISSN 2166-532X
Editore: AIP Publishing
DOI: 10.1063/5.0259915

Post-processing methods for delay embedding and feature scaling of reservoir computers

Autori: Jonnel Jaurigue; Joshua Robertson; Antonio Hurtado; Lina Jaurigue; Kathy Lüdge
Pubblicato in: Communications Engineering, 2025, ISSN 2399-3650
Editore: Nature
DOI: 10.1038/S44172-024-00330-0

Neuromorphic Photonic Processing and Memory With Spiking Resonant Tunneling Diode Neurons and Neural Networks

Autori: Dafydd Owen‐Newns, Joshua Robertson, Giovanni Donati, Qusay Al‐Taai, José Figueiredo, Edward Wasige, Kathy Lüdge, Bruno Romeira, Antonio Hurtado
Pubblicato in: Advanced Intelligent Systems, Numero 8, 2026, ISSN 2640-4567
Editore: Wiley
DOI: 10.1002/AISY.202500800

Stochastic modeling of microcavity laser-based photonic reservoir computing: An information processing capacity perspective

Autori: Juncheng Huang, Tao Wang, Kathy Lüdge, Yanan Han, Shuiying Xiang, Yue Hao
Pubblicato in: Neural Networks, Numero 197, 2026, ISSN 0893-6080
Editore: Elsevier BV
DOI: 10.1016/J.NEUNET.2025.108383

Modeling coupled active resonators as an integrated photonic spiking neuron

Autori: Mehmet Berkay On, Matěj Hejda, Thomas Van Vaerenbergh
Pubblicato in: Optics Express, Numero 34, 2026, ISSN 1094-4087
Editore: Optica Publishing Group
DOI: 10.1364/OE.587022

Spiking rate and latency encoding with resonant tunneling diode neuron circuits and design influences

Autori: Giovanni Donati, Dafydd Owen-Newns, Joshua Robertson, Xavier Porte, Ekaterina Malysheva, Jose Figueiredo, Bruno Romeira, Victor Dolores-Calzadilla, Antonio Hurtado
Pubblicato in: Physical Review Applied, Numero 24, 2025, ISSN 2331-7019
Editore: American Physical Society (APS)
DOI: 10.1103/N41R-3T9V

Post-processing methods for delay embedding and feature scaling of reservoir computers

Autori: Jonnel Jaurigue, Joshua Robertson, Antonio Hurtado, Lina Jaurigue, Kathy Lüdge
Pubblicato in: Communications Engineering, Numero 4, 2025, ISSN 2731-3395
Editore: Springer Science and Business Media LLC
DOI: 10.1038/S44172-024-00330-0

Photonic spiking neural network built with a single VCSEL for high-speed time series prediction

Autori: Dafydd Owen-Newns, Lina Jaurigue, Joshua Robertson, Andrew Adair, Jonnel Anthony Jaurigue, Kathy Lüdge, Antonio Hurtado
Pubblicato in: Communications Physics, Numero 8, 2025, ISSN 2399-3650
Editore: Springer Science and Business Media LLC
DOI: 10.1038/S42005-025-02000-9

C-band InAs/InP quantum dots: alternative growth versus indium-flush for self-assembled growth

Autori: Jiajing Yuan, Hui Jia, Calum Dear, Huiwen Deng, Mateus G Masteghin, Khalil El Hajraoui, Jun Li, Kongming Liu, Mengxun Bai, Jakob B Wagner, Quentin M Ramasse, Mingchu Tang, Alwyn Seeds, Huiyun Liu
Pubblicato in: Semiconductor Science and Technology, Numero 40, 2025, ISSN 0268-1242
Editore: IOP Publishing
DOI: 10.1088/1361-6641/AE10D5

All-optical spiking laser neuron integrated in generic InP photonic circuit technology

Autori: Lukas Puts, Daan Lenstra, Kevin A. Williams, Weiming Yao
Pubblicato in: Optics Express, Numero 33, 2025, ISSN 1094-4087
Editore: Optica Publishing Group
DOI: 10.1364/OE.560596

Programmable Optical Synaptic Linking of Neuromorphic Photonic-Electronic RTD Spiking Circuits

Autori: Matěj Hejda, Weikang Zhang, Qusay Raghib Ali Al-Taai, Ekaterina Malysheva, Dafydd Owen-Newns, José M. L. Figueiredo, Bruno Romeira, Joshua Robertson, Victor Dolores-Calzadilla, Edward Wasige, Antonio Hurtado
Pubblicato in: ACS Photonics, 2024, ISSN 2330-4022
Editore: American Chemical Society (ACS)
DOI: 10.1021/ACSPHOTONICS.4C01199