SPIKING PHOTONIC-ELECTRONIC IC FOR QUICK AND EFFICIENT PROCESSING

Información del proyecto

SPIKEPro

Identificador del acuerdo de subvención: 101129904

DOI

10.3030/101129904

Fecha de la firma de la CE 9 Octubre 2023

Fecha de inicio 1 Marzo 2024

Fecha de finalización 29 Febrero 2028

Financiado con arreglo a

• The European Innovation Council (EIC)

Coste total

€ 2 632 778,75

Aportación de la UE

€ 2 632 778,75

Coordinado por

TECHNISCHE UNIVERSITEIT EINDHOVEN
Netherlands

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

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

Publicaciones

Peer reviewed articles (19)

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

Autores: 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
Publicado en: Journal of Physics D: Applied Physics, Edición 58, 2025, ISSN 0022-3727
Editor: IOP Publishing
DOI: 10.1088/1361-6463/AE0B80

Spiking Flip-Flop Memory in Resonant Tunneling Diode Neurons

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

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

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

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

Autores: Lukas Mühlnickel; Jonnel A. Jaurigue; Lina C. Jaurigue; Kathy Lüdge
Publicado en: Communications Physics, 2024, ISSN 2399-3650
Editor: Nature
DOI: 10.1038/S42005-024-01858-5

Data-driven acceleration of multi-physics simulations

Autores: Stefan Meinecke, Malte Selig, Felix Köster, Andreas Knorr, Kathy Lüdge
Publicado en: Machine Learning: Science and Technology, Edición 5, 2024, ISSN 2632-2153
Editor: 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

Autores: Giovanni Donati, Stefano Biasi, Lorenzo Pavesi, Antonio Hurtado
Publicado en: Photonics Research, Edición 13, 2025, ISSN 2327-9125
Editor: Optica Publishing Group
DOI: 10.1364/PRJ.558405

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

Autores: 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
Publicado en: Journal of Physics D: Applied Physics, Edición 58, 2025, ISSN 0022-3727
Editor: IOP Publishing
DOI: 10.1088/1361-6463/ADC275

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

Autores: Huifang Dong, Lina Jaurigue, Kathy Lüdge
Publicado en: physica status solidi (RRL) – Rapid Research Letters, 2025, ISSN 1862-6254
Editor: 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

Autores: 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
Publicado en: APL Materials, Edición 13, 2025, ISSN 2166-532X
Editor: AIP Publishing
DOI: 10.1063/5.0259915

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

Autores: Jonnel Jaurigue; Joshua Robertson; Antonio Hurtado; Lina Jaurigue; Kathy Lüdge
Publicado en: Communications Engineering, 2025, ISSN 2399-3650
Editor: Nature
DOI: 10.1038/S44172-024-00330-0

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

Autores: Dafydd Owen‐Newns, Joshua Robertson, Giovanni Donati, Qusay Al‐Taai, José Figueiredo, Edward Wasige, Kathy Lüdge, Bruno Romeira, Antonio Hurtado
Publicado en: Advanced Intelligent Systems, Edición 8, 2026, ISSN 2640-4567
Editor: Wiley
DOI: 10.1002/AISY.202500800

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

Autores: Juncheng Huang, Tao Wang, Kathy Lüdge, Yanan Han, Shuiying Xiang, Yue Hao
Publicado en: Neural Networks, Edición 197, 2026, ISSN 0893-6080
Editor: Elsevier BV
DOI: 10.1016/J.NEUNET.2025.108383

Modeling coupled active resonators as an integrated photonic spiking neuron

Autores: Mehmet Berkay On, Matěj Hejda, Thomas Van Vaerenbergh
Publicado en: Optics Express, Edición 34, 2026, ISSN 1094-4087
Editor: Optica Publishing Group
DOI: 10.1364/OE.587022

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

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

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

Autores: Jonnel Jaurigue, Joshua Robertson, Antonio Hurtado, Lina Jaurigue, Kathy Lüdge
Publicado en: Communications Engineering, Edición 4, 2025, ISSN 2731-3395
Editor: 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

Autores: Dafydd Owen-Newns, Lina Jaurigue, Joshua Robertson, Andrew Adair, Jonnel Anthony Jaurigue, Kathy Lüdge, Antonio Hurtado
Publicado en: Communications Physics, Edición 8, 2025, ISSN 2399-3650
Editor: 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

Autores: 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
Publicado en: Semiconductor Science and Technology, Edición 40, 2025, ISSN 0268-1242
Editor: IOP Publishing
DOI: 10.1088/1361-6641/AE10D5

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

Autores: Lukas Puts, Daan Lenstra, Kevin A. Williams, Weiming Yao
Publicado en: Optics Express, Edición 33, 2025, ISSN 1094-4087
Editor: Optica Publishing Group
DOI: 10.1364/OE.560596

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

Autores: 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
Publicado en: ACS Photonics, 2024, ISSN 2330-4022
Editor: American Chemical Society (ACS)
DOI: 10.1021/ACSPHOTONICS.4C01199