Photonic enabled Petascale in-memory computing with Femtojoule energy consumption

Informazioni relative al progetto

PHOENICS

ID dell’accordo di sovvenzione: 101017237

DOI

10.3030/101017237

Progetto chiuso

Data della firma CE 1 Dicembre 2020

Data di avvio 1 Gennaio 2021

Data di completamento 30 Giugno 2025

Finanziato da

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Costo totale

€ 5 883 191,25

Contributo UE

€ 5 883 191,25

Coordinato da

UNIVERSITAET MUENSTER
Germany

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

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

Pubblicazioni

Peer reviewed articles (39)

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

Autori: C. Ma, J. Lambrecht, F. Laporte, X. Yin, J. Dambre, P. Bienstman
Pubblicato in: Scientific Reports, Numero 11(1), 2021, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-021-03594-0

Varifocal Metalens Using Tunable and Ultralow-loss Dielectrics

Autori: M. Wang; J. Sang Lee; S. Aggarwal; N. Farmakidis; Y. He; T. Cheng; H. Bhaskaran
Pubblicato in: Advanced Science, Numero 10, 2023, ISSN 2198-3844
Editore: Wiley
DOI: 10.1002/advs.202204899

General design flow for waveguide Bragg gratings

Autori: Frank Brückerhoff-Plückelmann, Tim Buskasper, Julius Römer, Linus Krämer, Bilal Malik, Liam McRae, Linus Kürpick, Simon Palitza, Carsten Schuck, Wolfram Pernice
Pubblicato in: Nanophotonics, Numero 14, 2025, Pagina/e 297-304, ISSN 2192-8614
Editore: Walter de Gruyter GmbH
DOI: 10.1515/nanoph-2024-0498

Integrated optical memristors

Autori: N. Youngblood, C. A. Ríos Ocampo, W. H. P. Pernice, H. Bhaskaran
Pubblicato in: Nature photonics, Numero 17, 2023, Pagina/e 561–572, ISSN 1749-4885
Editore: Nature Pub. Group
DOI: 10.1038/s41566-023-01217-w

Antimony as a Programmable Element in Integrated Nanophotonics

Autori: Samarth Aggarwal; Tara Milne; Nikolaos Farmakidis; Johannes Feldmann; Xuan Li; Yu Shu; Zengguang Cheng; Martin Salinga; Wolfram HP Pernice; Harish Bhaskaran
Pubblicato in: Nano Letters, Numero 22(9), 2022, Pagina/e 3532-3538, ISSN 1530-6992
Editore: ACS Publications
DOI: 10.1021/acs.nanolett.1c04286

Spatio-spectral control of coherent nanophotonics

Autori: June Sang Lee, Nikolaos Farmakidis, Samarth Aggarwal, Bowei Dong, Wen Zhou, Wolfram H. P. Pernice, Harish Bhaskaran
Pubblicato in: Nanophotonics, Numero 13, 2024, Pagina/e 2117-2125, ISSN 2192-8614
Editore: Walter de Gruyter GmbH
DOI: 10.1515/nanoph-2023-0651

Fast thermo-optic switching through parity-time symmetry breaking

Autori: Ravi Pradip, Akhil Varri, Liam McRae, Frank Brückerhoff-Plückelmann, Daniel Wendland, Philipp Lohmann, Rongyang Xu, Anna P. Ovvyan, Shabnam Taheriniya, Wolfram Pernice, Simone Ferrari
Pubblicato in: Optics Express, Numero 33, 2025, Pagina/e 36100, ISSN 1094-4087
Editore: Optical Society of America
DOI: 10.1364/oe.567666

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

Autori: F. Brückerhoff-Plückelmann, J. Feldmann, H. Gehring, W. Zhou, C. D. Wright, H. Bhaskaran, W. Pernice
Pubblicato in: Nanophotonics, Numero 11(17), 2022, Pagina/e 4063-4072, ISSN 2192-8614
Editore: De Gruyter
DOI: 10.1515/nanoph-2021-0752

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

Autori: 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
Pubblicato in: Nature Photonics, Numero 17, 2023, Pagina/e 1080–1088, ISSN 1749-4893
Editore: Nature Publishing Group
DOI: 10.1038/s41566-023-01313-x

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

Autori: N. Farmakidis; H. Yu; J. S. Lee; J. Feldmann; M. Wang; Y. He; S. Aggarwal; B. Dong; W. H. P. Pernice; H. Bhaskaran
Pubblicato in: Nano Letters, Numero 23(11), 2023, Pagina/e 4800-4806, ISSN 1530-6992
Editore: ACS
DOI: 10.1021/acs.nanolett.3c00220

Fully integrated four-channel wavelength-division multiplexed QKD receiver

Autori: F. Beutel, F. Brückerhoff-Plückelmann, H. Gehring, V. Kovalyuk, P. Zolotov, G. Goltsman, W. H. P. Pernice
Pubblicato in: Optica, Numero 9(10), 2022, Pagina/e 1121-1130, ISSN 2334-2536
Editore: The Optical Society
DOI: 10.1364/optica.468982

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

Autori: E. Lomonte, M. Stappers, L. Krämer, W. H.P. Pernice, F. Lenzini
Pubblicato in: Scientific Reports, Numero 14(1), 2024, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-024-53975-4

Monadic Pavlovian associative learning in a backpropagation-free photonic network

Autori: J. Y. S. Tan, Z. Cheng, J. Feldmann, X. Li, N. Youngblood, U. E. Ali, C. D. Wright, W. H. P. Pernice, H. Bhaskaran
Pubblicato in: Optica, Numero 9(7), 2022, Pagina/e pp. 792-802, ISSN 2334-2536
Editore: OSA
DOI: 10.1364/optica.455864

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

Autori: 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
Pubblicato in: ACS Photonics, Numero 10(10), 2023, ISSN 1520-5126
Editore: American Chemical Society
DOI: 10.1021/acsphotonics.3c00968

Wavelength dimension in waveguide-based photonic reservoir computing

Autori: E. Gooskens, F. Laporte, C.i Ma, S. Sackesyn, J. Dambre, P. Bienstman
Pubblicato in: Optics Express, Numero 30(9), 2022, Pagina/e pp. 15634-15647, ISSN 1094-4087
Editore: Optical Society of America
DOI: 10.1364/oe.455774

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

Autori: C. Ma, F. Laporte, J. Dambre, P. Bienstman
Pubblicato in: Scientific Reports, Numero 11, 2021, ISSN 2045-2322
Editore: 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

Autori: E. Lomonte, F. Lenzini, W. H. P. Pernice
Pubblicato in: Optics Express, Numero 29(13), 2021, ISSN 1094-4087
Editore: Optical Society of America
DOI: 10.1364/oe.428138

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

Autori: W. Zhou, B. Dong, N. Farmakidis, X. Li, N. Youngblood, K. Huang, Y. He, C. D. Wright, W. H. P. Pernice, H. Bhaskaran
Pubblicato in: Nature Communications, Numero 14(1), 2023, Pagina/e 2887, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.1038/s41467-023-38473-x

System-Level Simulation for Integrated Phase-Change Photonics

Autori: S. G. C. Carrillo, A. Lugnan, E. Ge-mo, P. Bienstman, W. Pernice, H. Bhaskaran, C. D. Wright
Pubblicato in: Journal of Lightwave Technology, Numero 39(20), 2021, Pagina/e 6392-6402, ISSN 1558-2213
Editore: IEEE
DOI: 10.1109/jlt.2021.3099914

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

Autori: 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.
Pubblicato in: Nano Letters, Numero 24, 2024, Pagina/e 10813-10819, ISSN 1530-6984
Editore: American Chemical Society
DOI: 10.1021/acs.nanolett.4c02065

Reduced rank photonic computing accelerator

Autori: S. Aggarwal, B. Dong, J. Feldmann, N. Farmakidis, W. H. P. Pernice, H. Bhaskaran
Pubblicato in: Optica, Numero 10(8), 2023, Pagina/e pp. 1074-1080, ISSN 2334-2536
Editore: The Optical Society
DOI: 10.1364/optica.485883

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

Autori: Junchao Song, Joe Pady, Emanuele Gemo, Nikolaos Farmakidis, Harish Bhaskaran, Ivonne Bente, Wolfram H. P. Pernice, C. David Wright
Pubblicato in: Optics Express, Numero 33, 2025, Pagina/e 52965, ISSN 1094-4087
Editore: Optical Society of America
DOI: 10.1364/oe.577518

Simulating self-learning in photorefrac-tive optical reservoir computers

Autori: F. Laporte, J. Dambre, P. Bienstman
Pubblicato in: Scientific Reports, Numero 11(1), 2021, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-021-81899-w

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

Autori: Xinru Ji, Rui Ning Wang, Yang Liu, Johann Riemensberger, Zheru Qiu, Tobias J. Kippenberg
Pubblicato in: Optica, Numero 11, 2024, Pagina/e 1397, ISSN 2334-2536
Editore: Optica Publishing Group
DOI: 10.1364/optica.529673

The potential of multidimensional photonic computing

Autori: Ivonne Bente, Shabnam Taheriniya, Francesco Lenzini, Frank Brückerhoff-Plückelmann, Michael Kues, Harish Bhaskaran, C. David Wright, Wolfram Pernice
Pubblicato in: Nature Reviews Physics, Numero 7, 2025, Pagina/e 439-450, ISSN 2522-5820
Editore: 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

Autori: J. Rasmus Bankwitz, Jelle Dijkstra, Ravi Pradip, Liam McRae, Emma Lomonte, Francesco Lenzini, and Wolfram H. P. Pernice
Pubblicato in: Optical Materials Express, Numero 13(12), 2023, Pagina/e pp. 3667-3676, ISSN 2159-3930
Editore: Optical Society of America
DOI: 10.1364/ome.503340

A large scale photonic matrix processor enabled by charge accumulation

Autori: F. Brückerhoff-Plückelmann , I. Bente, D. Wendland , J. Feldmann , C. D. Wright , H. Bhaskaran, W. H. P. Pernice
Pubblicato in: Nanophotonics, Numero 12(5), 2022, Pagina/e 819-825, ISSN 2192-8614
Editore: Walter de Gruyter GmbH & Science Wise Publishing
DOI: 10.1515/nanoph-2022-0441

All optical tunable RF filter using elemental antimony

Autori: Samarth Aggarwal, Nikolaos Farmakidis, Bowei Dong, June Sang Lee, Mengyun Wang, Zhiyun Xu, Harish Bhaskaran
Pubblicato in: Nanophotonics, Numero 13, 2024, Pagina/e 2223-2229, ISSN 2192-8614
Editore: Walter de Gruyter GmbH
DOI: 10.1515/nanoph-2023-0654

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

Autori: 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
Pubblicato in: Advanced Materials, 2023, ISSN 1521-4095
Editore: Wiley
DOI: 10.1002/adma.202310596

Probabilistic photonic computing for AI

Autori: 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
Pubblicato in: Nature Computational Science, Numero 5, 2025, Pagina/e 377-387, ISSN 2662-8457
Editore: Springer Science and Business Media LLC
DOI: 10.1038/s43588-025-00800-1

Partial coherence enhances parallelized photonic computing

Autori: 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,
Pubblicato in: Nature, Numero 632, 2024, Pagina/e 55-62, ISSN 0028-0836
Editore: Nature Publishing Group
DOI: 10.1038/s41586-024-07590-y

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

Autori: 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
Pubblicato in: Nature Communications, Numero 14, 2023, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.1038/s41467-023-39622-y

Probabilistic photonic computing with chaotic light

Autori: 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
Pubblicato in: Nature Communications, Numero 15, 2024, ISSN 2041-1723
Editore: 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

Autori: E. Gooskens, S. Sackesyn, J. Dambre, P. Bienstman
Pubblicato in: Scientific Reports, Numero 13, 2023, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-023-48816-9

Noise-Resilient Photonic Analog Neural Networks

Autori: Akhil Varri, Frank Brückerhoff-Plückelmann, Jelle Dijkstra, Daniel Wendland, Rasmus Bankwitz, Apoorv Agnihotri, Wolfram H. P. Pernice
Pubblicato in: Journal of Lightwave Technology, Numero 42, 2024, Pagina/e 7969-7976, ISSN 0733-8724
Editore: Optical Society of America
DOI: 10.1109/jlt.2024.3433454

An integrated photonics engine for un-supervised correlation detection

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

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

Autori: S. Sackesyn, C. Ma, J. Dambre, P. Bienstman
Pubblicato in: Optics Express, Numero 29(20), 2021, Pagina/e 30991-30997, ISSN 1094-4087
Editore: Optical Society of America
DOI: 10.1364/oe.435013

Event-driven adaptive optical neural network

Autori: 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
Pubblicato in: Science Advances, Numero 9(42), 2023, ISSN 2375-2548
Editore: AAAS
DOI: 10.1126/sciadv.adi9127

Electronically Reconfigurable Photonic Switches Incorporating Plasmonic Structures and Phase Change Materials

Autori: 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
Pubblicato in: Advanced Science, Numero 9(20), 2022, ISSN 2198-3844
Editore: Wiley
DOI: 10.1002/advs.202270122

Conference proceedings (1)

Design for Robust and Efficient Neuromorphic Photonic Accelerator

Autori: Aggarwal, Samarth; Dong, Bowei; Sang Lee, June; Wang, Mengyun; Katumba, Andrew; Bienstman, Peter; Bhaskaran, Harish
Pubblicato in: IEEE International Conference on Emerging Electronics (ICEE), Numero 8, 2022, ISBN 9781665491853
Editore: IEEE
DOI: 10.1109/icee56203.2022.10117902

Book chapters (1)

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

Autori: Martin Kresse, Moritz Kleinert, David de Felipe, Tianwen Qian, Philipp Winklhofer, Madeleine Weigel, Klara Mihov, Jakob Reck, Crispin Zawadzki, Norbert Keil, Martin Schell
Pubblicato in: Springer Proceedings in Physics, The 25th European Conference on Integrated Optics, 2024, Pagina/e 111-117
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63378-2_19