Photonic enabled Petascale in-memory computing with Femtojoule energy consumption

Información del proyecto

PHOENICS

Identificador del acuerdo de subvención: 101017237

DOI

10.3030/101017237

Proyecto cerrado

Fecha de la firma de la CE 1 Diciembre 2020

Fecha de inicio 1 Enero 2021

Fecha de finalización 30 Junio 2025

Financiado con arreglo a

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Coste total

€ 5 883 191,25

Aportación de la UE

€ 5 883 191,25

Coordinado por

UNIVERSITAET MUENSTER
Germany

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 (7)

Report on analogue convolution processing strategy
Plan for Exploitation and Dissemination of Results
Report on performance of ACP devices
Principle description, schematic, and animation of a M by N photonic matrix network to show its scalability to public

Principle description, schematic, and animation of a M by N photonic matrix network to show its scalability to public

Report on the hybrid photonic integration of input modulation unit with 16 channels
Report on fabrication process and performance of a passive M by N photonic matrix network.

Report on fabrication process and performance of a passive M by N photonic matrix network

Report on photonic inter-chip connections

Demonstrators, pilots, prototypes (2)

Launch project website
Cross-disciplinary training session and photonics day panel discussion possibly in next E\PCOS conference in Oxford for topics covering neuromorphic computing platforms and technologies

Open Research Data Pilot (1)

Data Management Plan

Other (1)

Kick-off meeting with all consortium partners

Publicaciones

Peer reviewed articles (39)

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

Autores: C. Ma, J. Lambrecht, F. Laporte, X. Yin, J. Dambre, P. Bienstman
Publicado en: Scientific Reports, Edición 11(1), 2021, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-021-03594-0

Varifocal Metalens Using Tunable and Ultralow-loss Dielectrics

Autores: M. Wang; J. Sang Lee; S. Aggarwal; N. Farmakidis; Y. He; T. Cheng; H. Bhaskaran
Publicado en: Advanced Science, Edición 10, 2023, ISSN 2198-3844
Editor: Wiley
DOI: 10.1002/advs.202204899

General design flow for waveguide Bragg gratings

Autores: Frank Brückerhoff-Plückelmann, Tim Buskasper, Julius Römer, Linus Krämer, Bilal Malik, Liam McRae, Linus Kürpick, Simon Palitza, Carsten Schuck, Wolfram Pernice
Publicado en: Nanophotonics, Edición 14, 2025, Página(s) 297-304, ISSN 2192-8614
Editor: Walter de Gruyter GmbH
DOI: 10.1515/nanoph-2024-0498

Integrated optical memristors

Autores: N. Youngblood, C. A. Ríos Ocampo, W. H. P. Pernice, H. Bhaskaran
Publicado en: Nature photonics, Edición 17, 2023, Página(s) 561–572, ISSN 1749-4885
Editor: Nature Pub. Group
DOI: 10.1038/s41566-023-01217-w

Antimony as a Programmable Element in Integrated Nanophotonics

Autores: Samarth Aggarwal; Tara Milne; Nikolaos Farmakidis; Johannes Feldmann; Xuan Li; Yu Shu; Zengguang Cheng; Martin Salinga; Wolfram HP Pernice; Harish Bhaskaran
Publicado en: Nano Letters, Edición 22(9), 2022, Página(s) 3532-3538, ISSN 1530-6992
Editor: ACS Publications
DOI: 10.1021/acs.nanolett.1c04286

Spatio-spectral control of coherent nanophotonics

Autores: June Sang Lee, Nikolaos Farmakidis, Samarth Aggarwal, Bowei Dong, Wen Zhou, Wolfram H. P. Pernice, Harish Bhaskaran
Publicado en: Nanophotonics, Edición 13, 2024, Página(s) 2117-2125, ISSN 2192-8614
Editor: Walter de Gruyter GmbH
DOI: 10.1515/nanoph-2023-0651

Fast thermo-optic switching through parity-time symmetry breaking

Autores: Ravi Pradip, Akhil Varri, Liam McRae, Frank Brückerhoff-Plückelmann, Daniel Wendland, Philipp Lohmann, Rongyang Xu, Anna P. Ovvyan, Shabnam Taheriniya, Wolfram Pernice, Simone Ferrari
Publicado en: Optics Express, Edición 33, 2025, Página(s) 36100, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.567666

Broadband photonic tensor core with integrated ultra-low crosstalk wavelength multiplexers

Autores: F. Brückerhoff-Plückelmann, J. Feldmann, H. Gehring, W. Zhou, C. D. Wright, H. Bhaskaran, W. Pernice
Publicado en: Nanophotonics, Edición 11(17), 2022, Página(s) 4063-4072, ISSN 2192-8614
Editor: De Gruyter
DOI: 10.1515/nanoph-2021-0752

Higher-dimensional processing using a photonic tensor core with continuous-time data

Autores: Bowei Dong; Samarth Aggarwal; Wen Zhou; Utku Emre Ali; Nikolaos Farmakidis; June Sang Lee; Yuhan He; Xuan Li; Dim-Lee Kwong; C. D. Wright; Wolfram H. P. Pernice; H. Bhaskaran
Publicado en: Nature Photonics, Edición 17, 2023, Página(s) 1080–1088, ISSN 1749-4893
Editor: Nature Publishing Group
DOI: 10.1038/s41566-023-01313-x

Scalable High-Precision Trimming of Photonic Resonances by Polymer Exposure to Energetic Beams

Autores: N. Farmakidis; H. Yu; J. S. Lee; J. Feldmann; M. Wang; Y. He; S. Aggarwal; B. Dong; W. H. P. Pernice; H. Bhaskaran
Publicado en: Nano Letters, Edición 23(11), 2023, Página(s) 4800-4806, ISSN 1530-6992
Editor: ACS
DOI: 10.1021/acs.nanolett.3c00220

Fully integrated four-channel wavelength-division multiplexed QKD receiver

Autores: F. Beutel, F. Brückerhoff-Plückelmann, H. Gehring, V. Kovalyuk, P. Zolotov, G. Goltsman, W. H. P. Pernice
Publicado en: Optica, Edición 9(10), 2022, Página(s) 1121-1130, ISSN 2334-2536
Editor: The Optical Society
DOI: 10.1364/optica.468982

Scalable and efficient grating couplers on low-index photonic platforms enabled by cryogenic deep silicon etching

Autores: E. Lomonte, M. Stappers, L. Krämer, W. H.P. Pernice, F. Lenzini
Publicado en: Scientific Reports, Edición 14(1), 2024, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-024-53975-4

Monadic Pavlovian associative learning in a backpropagation-free photonic network

Autores: J. Y. S. Tan, Z. Cheng, J. Feldmann, X. Li, N. Youngblood, U. E. Ali, C. D. Wright, W. H. P. Pernice, H. Bhaskaran
Publicado en: Optica, Edición 9(7), 2022, Página(s) pp. 792-802, ISSN 2334-2536
Editor: OSA
DOI: 10.1364/optica.455864

High-Quality Amorphous Silicon Carbide for Hybrid Photonic Integration Deposited at a Low Temperature

Autores: B. Lopez-Rodriguez, R. van der Kolk, S. Aggarwal, N. Sharma, Z. Li, D. van der Plaats, T. Scholte, J. Chang, S. Gröblacher, S. F. Pereira, H. Bhaskaran, I. E. Zadeh
Publicado en: ACS Photonics, Edición 10(10), 2023, ISSN 1520-5126
Editor: American Chemical Society
DOI: 10.1021/acsphotonics.3c00968

Wavelength dimension in waveguide-based photonic reservoir computing

Autores: E. Gooskens, F. Laporte, C.i Ma, S. Sackesyn, J. Dambre, P. Bienstman
Publicado en: Optics Express, Edición 30(9), 2022, Página(s) pp. 15634-15647, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.455774

Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout

Autores: C. Ma, F. Laporte, J. Dambre, P. Bienstman
Publicado en: Scientific Reports, Edición 11, 2021, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-021-82720-4

Efficient self-imaging grating couplers on a lithium-niobate-on-insulator platform at near-visible and telecom wavelengths

Autores: E. Lomonte, F. Lenzini, W. H. P. Pernice
Publicado en: Optics Express, Edición 29(13), 2021, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.428138

In-memory photonic dot-product engine with electrically programmable weight banks

Autores: W. Zhou, B. Dong, N. Farmakidis, X. Li, N. Youngblood, K. Huang, Y. He, C. D. Wright, W. H. P. Pernice, H. Bhaskaran
Publicado en: Nature Communications, Edición 14(1), 2023, Página(s) 2887, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-023-38473-x

System-Level Simulation for Integrated Phase-Change Photonics

Autores: S. G. C. Carrillo, A. Lugnan, E. Ge-mo, P. Bienstman, W. Pernice, H. Bhaskaran, C. D. Wright
Publicado en: Journal of Lightwave Technology, Edición 39(20), 2021, Página(s) 6392-6402, ISSN 1558-2213
Editor: IEEE
DOI: 10.1109/jlt.2021.3099914

Mode Conversion Trimming in Asymmetric Directional Couplers Enabled by Silicon Ion Implantation

Autores: Rongyang Xu, Shabnam Taheriniya, Akhil Varri, Mark Ulanov, Iurii Konyshev, Linus Krämer, Liam McRae, Falk Leonard Ebert, Julian Rasmus Bankwitz, Xinyu Ma, Simone Ferrari, Harish Bhaskaran, Wolfram H.
Publicado en: Nano Letters, Edición 24, 2024, Página(s) 10813-10819, ISSN 1530-6984
Editor: American Chemical Society
DOI: 10.1021/acs.nanolett.4c02065

Reduced rank photonic computing accelerator

Autores: S. Aggarwal, B. Dong, J. Feldmann, N. Farmakidis, W. H. P. Pernice, H. Bhaskaran
Publicado en: Optica, Edición 10(8), 2023, Página(s) pp. 1074-1080, ISSN 2334-2536
Editor: The Optical Society
DOI: 10.1364/optica.485883

Fabrication-friendly all-optical plasmonically-enhanced integrated phase-change photonic memory device

Autores: Junchao Song, Joe Pady, Emanuele Gemo, Nikolaos Farmakidis, Harish Bhaskaran, Ivonne Bente, Wolfram H. P. Pernice, C. David Wright
Publicado en: Optics Express, Edición 33, 2025, Página(s) 52965, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.577518

Simulating self-learning in photorefrac-tive optical reservoir computers

Autores: F. Laporte, J. Dambre, P. Bienstman
Publicado en: Scientific Reports, Edición 11(1), 2021, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-021-81899-w

Efficient mass manufacturing of high-density, ultra-low-loss Si₃N₄ photonic integrated circuits

Autores: Xinru Ji, Rui Ning Wang, Yang Liu, Johann Riemensberger, Zheru Qiu, Tobias J. Kippenberg
Publicado en: Optica, Edición 11, 2024, Página(s) 1397, ISSN 2334-2536
Editor: Optica Publishing Group
DOI: 10.1364/optica.529673

The potential of multidimensional photonic computing

Autores: Ivonne Bente, Shabnam Taheriniya, Francesco Lenzini, Frank Brückerhoff-Plückelmann, Michael Kues, Harish Bhaskaran, C. David Wright, Wolfram Pernice
Publicado en: Nature Reviews Physics, Edición 7, 2025, Página(s) 439-450, ISSN 2522-5820
Editor: Springer Science and Business Media LLC
DOI: 10.1038/s42254-025-00843-3

Towards “smart transceivers” in FPGA-controlled lithium-niobate-on-insulator integrated circuits for edge computing applications

Autores: J. Rasmus Bankwitz, Jelle Dijkstra, Ravi Pradip, Liam McRae, Emma Lomonte, Francesco Lenzini, and Wolfram H. P. Pernice
Publicado en: Optical Materials Express, Edición 13(12), 2023, Página(s) pp. 3667-3676, ISSN 2159-3930
Editor: Optical Society of America
DOI: 10.1364/ome.503340

A large scale photonic matrix processor enabled by charge accumulation

Autores: F. Brückerhoff-Plückelmann , I. Bente, D. Wendland , J. Feldmann , C. D. Wright , H. Bhaskaran, W. H. P. Pernice
Publicado en: Nanophotonics, Edición 12(5), 2022, Página(s) 819-825, ISSN 2192-8614
Editor: Walter de Gruyter GmbH & Science Wise Publishing
DOI: 10.1515/nanoph-2022-0441

All optical tunable RF filter using elemental antimony

Autores: Samarth Aggarwal, Nikolaos Farmakidis, Bowei Dong, June Sang Lee, Mengyun Wang, Zhiyun Xu, Harish Bhaskaran
Publicado en: Nanophotonics, Edición 13, 2024, Página(s) 2223-2229, ISSN 2192-8614
Editor: Walter de Gruyter GmbH
DOI: 10.1515/nanoph-2023-0654

Scalable non–volatile tuning of photonic computational memories by automated silicon ion implantation

Autores: A. Varri, S. Taheriniya, F. Brückerhoff-Plückelmann, I. Bente, N. Farmakidis, D. Bernhardt, H. Rösner, M. Kruth, A. Nadzeyka, T. Richter, C. D. Wright, H. Bhaskaran, G. Wilde, W. H. P. Pernice
Publicado en: Advanced Materials, 2023, ISSN 1521-4095
Editor: Wiley
DOI: 10.1002/adma.202310596

Probabilistic photonic computing for AI

Autores: Frank Brückerhoff-Plückelmann, Anna P. Ovvyan, Akhil Varri, Hendrik Borras, Bernhard Klein, Lennart Meyer, C. David Wright, Harish Bhaskaran, Ghazi Sarwat Syed, Abu Sebastian, Holger Fröning, Wolfr
Publicado en: Nature Computational Science, Edición 5, 2025, Página(s) 377-387, ISSN 2662-8457
Editor: Springer Science and Business Media LLC
DOI: 10.1038/s43588-025-00800-1

Partial coherence enhances parallelized photonic computing

Autores: Bowei Dong, Frank Brückerhoff-Plückelmann, Lennart Meyer, Jelle Dijkstra, Ivonne Bente, Daniel Wendland, Akhil Varri, Samarth Aggarwal, Nikolaos Farmakidis, Mengyun Wang, Guoce Yang, June Sang Lee,
Publicado en: Nature, Edición 632, 2024, Página(s) 55-62, ISSN 0028-0836
Editor: Nature Publishing Group
DOI: 10.1038/s41586-024-07590-y

An electroluminescent and tunable cavity-enhanced carbon-nanotube-emitter in the telecom band

Autores: A. P. Ovvyan, M.-K. L, H. Gehring, F. Beutel, S. Kumar, F. Hennrich, L. Wei, Y. Chen, F. Pyatkov, R. Krupke, W. H. P. Pernice
Publicado en: Nature Communications, Edición 14, 2023, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-023-39622-y

Probabilistic photonic computing with chaotic light

Autores: Frank Brückerhoff-Plückelmann, Hendrik Borras, Bernhard Klein, Akhil Varri, Marlon Becker, Jelle Dijkstra, Martin Brückerhoff, C. David Wright, Martin Salinga, Harish Bhaskaran, Benjamin Risse, Hol
Publicado en: Nature Communications, Edición 15, 2024, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-024-54931-6

Experimental results on nonlinear distortion compensation using photonic reservoir computing with a single set of weights for different wavelengths

Autores: E. Gooskens, S. Sackesyn, J. Dambre, P. Bienstman
Publicado en: Scientific Reports, Edición 13, 2023, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-023-48816-9

Noise-Resilient Photonic Analog Neural Networks

Autores: Akhil Varri, Frank Brückerhoff-Plückelmann, Jelle Dijkstra, Daniel Wendland, Rasmus Bankwitz, Apoorv Agnihotri, Wolfram H. P. Pernice
Publicado en: Journal of Lightwave Technology, Edición 42, 2024, Página(s) 7969-7976, ISSN 0733-8724
Editor: Optical Society of America
DOI: 10.1109/jlt.2024.3433454

An integrated photonics engine for un-supervised correlation detection

Autores: S. G. Sarwat, F. Brückerhoff-Plückelmann, S. G. C. Carrillo, E. Gemo, J. Feldmann, H. Bhaskaran, C. D. Wright, W. Pernice, A. Sebastian
Publicado en: Science Advances, Edición 8(22), 2022, ISSN 2375-2548
Editor: AAAS
DOI: 10.1126/sciadv.abn3243

Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation

Autores: S. Sackesyn, C. Ma, J. Dambre, P. Bienstman
Publicado en: Optics Express, Edición 29(20), 2021, Página(s) 30991-30997, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.435013

Event-driven adaptive optical neural network

Autores: F. Brückerhoff-Plückelmann, I. Bente, M. Becker, N. Vollmar, N. Farmakidis, E. Lomonte, F. Lenzini, C. D. Wright, H. Bhaskaran, M. Salinga, B. Risse, W. H. P. Pernice
Publicado en: Science Advances, Edición 9(42), 2023, ISSN 2375-2548
Editor: AAAS
DOI: 10.1126/sciadv.adi9127

Electronically Reconfigurable Photonic Switches Incorporating Plasmonic Structures and Phase Change Materials

Autores: N. Farmakidis, N. Youngblood, J. S. Lee, J. Feldmann, A. Lodi, X. Li, S. Aggarwal, W. Zhou, L. Bogani, W. H. P. Pernice, C. D. Wright, H. Bhaskaran
Publicado en: Advanced Science, Edición 9(20), 2022, ISSN 2198-3844
Editor: Wiley
DOI: 10.1002/advs.202270122

Conference proceedings (1)

Design for Robust and Efficient Neuromorphic Photonic Accelerator

Autores: Aggarwal, Samarth; Dong, Bowei; Sang Lee, June; Wang, Mengyun; Katumba, Andrew; Bienstman, Peter; Bhaskaran, Harish
Publicado en: IEEE International Conference on Emerging Electronics (ICEE), Edición 8, 2022, ISBN 9781665491853
Editor: IEEE
DOI: 10.1109/icee56203.2022.10117902

Book chapters (1)

Wavelength Tunable, Polymer-Based Arrayed Waveguide Gratings for Hybrid Integration

Autores: Martin Kresse, Moritz Kleinert, David de Felipe, Tianwen Qian, Philipp Winklhofer, Madeleine Weigel, Klara Mihov, Jakob Reck, Crispin Zawadzki, Norbert Keil, Martin Schell
Publicado en: Springer Proceedings in Physics, The 25th European Conference on Integrated Optics, 2024, Página(s) 111-117
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63378-2_19