Photonic enabled Petascale in-memory computing with Femtojoule energy consumption

Informacje na temat projektu

PHOENICS

Identyfikator umowy o grant: 101017237

DOI 10.3030/101017237

Data podpisania przez KE 1 Grudnia 2020

Data rozpoczęcia 1 Stycznia 2021

Data zakończenia 31 Grudnia 2024

Finansowanie w ramach

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Koszt całkowity € 5 883 191,25

Wkład UE € 5 883 191,25

Koordynowany przez

UNIVERSITAET MUENSTER
Germany

Rezultaty

Documents, reports (3)

Report on analogue convolution processing strategy
Plan for Exploitation and Dissemination of Results
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

Demonstrators, pilots, prototypes (1)

Launch project website

Open Research Data Pilot (1)

Data Management Plan

Other (1)

Kick-off meeting with all consortium partners

Publikacje

Peer reviewed articles (29)

Varifocal Metalens Using Tunable and Ultralow‐loss Dielectrics

Autorzy: Mengyun Wang; June Sang Lee; Samarth Aggarwal; Nikolaos Farmakidis; Yuhan He; Tangsheng Cheng; Harish Bhaskaran
Opublikowane w: Advanced Science, Numer 10, 2023, ISSN 2198-3844
Wydawca: Wiley
DOI: 10.1002/advs.202204899

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

Autorzy: C. Ma, J. Lambrecht, F. Laporte, X. Yin, J. Dambre, P. Bienstman
Opublikowane w: Scientific Reports, Numer 11(1), 2021, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-021-03594-0

Varifocal Metalens Using Tunable and Ultralow-loss Dielectrics

Autorzy: M. Wang; J. Sang Lee; S. Aggarwal; N. Farmakidis; Y. He; T. Cheng; H. Bhaskaran
Opublikowane w: Advanced Science, Numer 10, 2023, ISSN 2198-3844
Wydawca: Wiley
DOI: 10.1002/advs.202204899

Integrated optical memristors

Autorzy: N. Youngblood, C. A. Ríos Ocampo, W. H. P. Pernice, H. Bhaskaran
Opublikowane w: Nature photonics, Numer 17, 2023, Strona(/y) 561–572, ISSN 1749-4885
Wydawca: Nature Pub. Group
DOI: 10.1038/s41566-023-01217-w

Antimony as a Programmable Element in Integrated Nanophotonics

Autorzy: Samarth Aggarwal; Tara Milne; Nikolaos Farmakidis; Johannes Feldmann; Xuan Li; Yu Shu; Zengguang Cheng; Martin Salinga; Wolfram HP Pernice; Harish Bhaskaran
Opublikowane w: Nano Letters, Numer 22(9), 2022, Strona(/y) 3532-3538, ISSN 1530-6992
Wydawca: ACS Publications
DOI: 10.1021/acs.nanolett.1c04286

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

Autorzy: F. Brückerhoff-Plückelmann, J. Feldmann, H. Gehring, W. Zhou, C. D. Wright, H. Bhaskaran, W. Pernice
Opublikowane w: Nanophotonics, Numer 11(17), 2022, Strona(/y) 4063-4072, ISSN 2192-8614
Wydawca: De Gruyter
DOI: 10.1515/nanoph-2021-0752

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

Autorzy: 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
Opublikowane w: Nature Photonics, Numer 17, 2023, Strona(/y) 1080–1088, ISSN 1749-4893
Wydawca: Nature Publishing Group
DOI: 10.1038/s41566-023-01313-x

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

Autorzy: N. Farmakidis; H. Yu; J. S. Lee; J. Feldmann; M. Wang; Y. He; S. Aggarwal; B. Dong; W. H. P. Pernice; H. Bhaskaran
Opublikowane w: Nano Letters, Numer 23(11), 2023, Strona(/y) 4800-4806, ISSN 1530-6992
Wydawca: ACS
DOI: 10.1021/acs.nanolett.3c00220

Fully integrated four-channel wavelength-division multiplexed QKD receiver

Autorzy: F. Beutel, F. Brückerhoff-Plückelmann, H. Gehring, V. Kovalyuk, P. Zolotov, G. Goltsman, W. H. P. Pernice
Opublikowane w: Optica, Numer 9(10), 2022, Strona(/y) 1121-1130, ISSN 2334-2536
Wydawca: The Optical Society
DOI: 10.1364/optica.468982

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

Autorzy: E. Lomonte, M. Stappers, L. Krämer, W. H.P. Pernice, F. Lenzini
Opublikowane w: Scientific Reports, Numer 14(1), 2024, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-024-53975-4

Monadic Pavlovian associative learning in a backpropagation-free photonic network

Autorzy: J. Y. S. Tan, Z. Cheng, J. Feldmann, X. Li, N. Youngblood, U. E. Ali, C. D. Wright, W. H. P. Pernice, H. Bhaskaran
Opublikowane w: Optica, Numer 9(7), 2022, Strona(/y) pp. 792-802, ISSN 2334-2536
Wydawca: OSA
DOI: 10.1364/optica.455864

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

Autorzy: 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
Opublikowane w: ACS Photonics, Numer 10(10), 2023, ISSN 1520-5126
Wydawca: American Chemical Society
DOI: 10.1021/acsphotonics.3c00968

Wavelength dimension in waveguide-based photonic reservoir computing

Autorzy: E. Gooskens, F. Laporte, C.i Ma, S. Sackesyn, J. Dambre, P. Bienstman
Opublikowane w: Optics Express, Numer 30(9), 2022, Strona(/y) pp. 15634-15647, ISSN 1094-4087
Wydawca: Optical Society of America
DOI: 10.1364/oe.455774

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

Autorzy: C. Ma, F. Laporte, J. Dambre, P. Bienstman
Opublikowane w: Scientific Reports, Numer 11, 2021, ISSN 2045-2322
Wydawca: 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

Autorzy: E. Lomonte, F. Lenzini, W. H. P. Pernice
Opublikowane w: Optics Express, Numer 29(13), 2021, ISSN 1094-4087
Wydawca: Optical Society of America
DOI: 10.1364/oe.428138

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

Autorzy: W. Zhou, B. Dong, N. Farmakidis, X. Li, N. Youngblood, K. Huang, Y. He, C. D. Wright, W. H. P. Pernice, H. Bhaskaran
Opublikowane w: Nature Communications, Numer 14(1), 2023, Strona(/y) 2887, ISSN 2041-1723
Wydawca: Nature Publishing Group
DOI: 10.1038/s41467-023-38473-x

System-Level Simulation for Integrated Phase-Change Photonics

Autorzy: S. G. C. Carrillo, A. Lugnan, E. Ge-mo, P. Bienstman, W. Pernice, H. Bhaskaran, C. D. Wright
Opublikowane w: Journal of Lightwave Technology, Numer 39(20), 2021, Strona(/y) 6392-6402, ISSN 1558-2213
Wydawca: IEEE
DOI: 10.1109/jlt.2021.3099914

Reduced rank photonic computing accelerator

Autorzy: S. Aggarwal, B. Dong, J. Feldmann, N. Farmakidis, W. H. P. Pernice, H. Bhaskaran
Opublikowane w: Optica, Numer 10(8), 2023, Strona(/y) pp. 1074-1080, ISSN 2334-2536
Wydawca: The Optical Society
DOI: 10.1364/optica.485883

Simulating self-learning in photorefrac-tive optical reservoir computers

Autorzy: F. Laporte, J. Dambre, P. Bienstman
Opublikowane w: Scientific Reports, Numer 11(1), 2021, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-021-81899-w

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

Autorzy: J. Rasmus Bankwitz, Jelle Dijkstra, Ravi Pradip, Liam McRae, Emma Lomonte, Francesco Lenzini, and Wolfram H. P. Pernice
Opublikowane w: Optical Materials Express, Numer 13(12), 2023, Strona(/y) pp. 3667-3676, ISSN 2159-3930
Wydawca: Optical Society of America
DOI: 10.1364/ome.503340

A large scale photonic matrix processor enabled by charge accumulation

Autorzy: F. Brückerhoff-Plückelmann , I. Bente, D. Wendland , J. Feldmann , C. D. Wright , H. Bhaskaran, W. H. P. Pernice
Opublikowane w: Nanophotonics, Numer 12(5), 2022, Strona(/y) 819-825, ISSN 2192-8614
Wydawca: Walter de Gruyter GmbH & Science Wise Publishing
DOI: 10.1515/nanoph-2022-0441

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

Autorzy: 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
Opublikowane w: Advanced Materials, 2023, ISSN 1521-4095
Wydawca: Wiley
DOI: 10.1002/adma.202310596

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

Autorzy: Nikolaos Farmakidis; Hao Yu; June Sang Lee; Johannes Feldmann; Mengyun Wang; Yuhan He; Samarth Aggarwal; Bowei Dong; Wolfram H. P. Pernice; Harish Bhaskaran
Opublikowane w: Nano Letters, Numer 23(11), 2023, Strona(/y) 4800–4806, ISSN 1530-6992
Wydawca: ACS
DOI: 10.1021/acs.nanolett.3c00220

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

Autorzy: 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
Opublikowane w: Nature Communications, Numer 14, 2023, ISSN 2041-1723
Wydawca: Nature Publishing Group
DOI: 10.1038/s41467-023-39622-y

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

Autorzy: E. Gooskens, S. Sackesyn, J. Dambre, P. Bienstman
Opublikowane w: Scientific Reports, Numer 13, 2023, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-023-48816-9

An integrated photonics engine for un-supervised correlation detection

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

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

Autorzy: S. Sackesyn, C. Ma, J. Dambre, P. Bienstman
Opublikowane w: Optics Express, Numer 29(20), 2021, Strona(/y) 30991-30997, ISSN 1094-4087
Wydawca: Optical Society of America
DOI: 10.1364/oe.435013

Event-driven adaptive optical neural network

Autorzy: 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
Opublikowane w: Science Advances, Numer 9(42), 2023, ISSN 2375-2548
Wydawca: AAAS
DOI: 10.1126/sciadv.adi9127

Electronically Reconfigurable Photonic Switches Incorporating Plasmonic Structures and Phase Change Materials

Autorzy: 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
Opublikowane w: Advanced Science, Numer 9(20), 2022, ISSN 2198-3844
Wydawca: Wiley
DOI: 10.1002/advs.202270122

Other (1)

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

Autorzy: Emma Lomonte; Maik Stappers; Linus Krämer; Wolfram H.P. Pernice; Francesco Lenzini
Opublikowane w: arXiv:2305.00907v1, 2023
Wydawca: arXiv:2305.00907v1
DOI: 10.48550/arxiv.2305.00907

Conference proceedings (1)

Design for Robust and Efficient Neuromorphic Photonic Accelerator

Autorzy: Aggarwal, Samarth; Dong, Bowei; Sang Lee, June; Wang, Mengyun; Katumba, Andrew; Bienstman, Peter; Bhaskaran, Harish
Opublikowane w: IEEE International Conference on Emerging Electronics (ICEE), Numer 8, 2022, ISBN 9781665491853
Wydawca: IEEE
DOI: 10.1109/icee56203.2022.10117902