Photonic enabled Petascale in-memory computing with Femtojoule energy consumption

Project Information

PHOENICS

Grant agreement ID: 101017237

DOI 10.3030/101017237

EC signature date 1 December 2020

Start date 1 January 2021

End date 31 December 2024

Funded under

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Total cost € 5 883 191,25

EU contribution € 5 883 191,25

Coordinated by

UNIVERSITAET MUENSTER
Germany

Deliverables

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

Publications

Peer reviewed articles (29)

Varifocal Metalens Using Tunable and Ultralow‐loss Dielectrics

Author(s): Mengyun Wang; June Sang Lee; Samarth Aggarwal; Nikolaos Farmakidis; Yuhan He; Tangsheng Cheng; Harish Bhaskaran
Published in: Advanced Science, Issue 10, 2023, ISSN 2198-3844
Publisher: Wiley
DOI: 10.1002/advs.202204899

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

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

Varifocal Metalens Using Tunable and Ultralow-loss Dielectrics

Author(s): M. Wang; J. Sang Lee; S. Aggarwal; N. Farmakidis; Y. He; T. Cheng; H. Bhaskaran
Published in: Advanced Science, Issue 10, 2023, ISSN 2198-3844
Publisher: Wiley
DOI: 10.1002/advs.202204899

Integrated optical memristors

Author(s): N. Youngblood, C. A. Ríos Ocampo, W. H. P. Pernice, H. Bhaskaran
Published in: Nature photonics, Issue 17, 2023, Page(s) 561–572, ISSN 1749-4885
Publisher: Nature Pub. Group
DOI: 10.1038/s41566-023-01217-w

Antimony as a Programmable Element in Integrated Nanophotonics

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

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

Author(s): F. Brückerhoff-Plückelmann, J. Feldmann, H. Gehring, W. Zhou, C. D. Wright, H. Bhaskaran, W. Pernice
Published in: Nanophotonics, Issue 11(17), 2022, Page(s) 4063-4072, ISSN 2192-8614
Publisher: De Gruyter
DOI: 10.1515/nanoph-2021-0752

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

Author(s): 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
Published in: Nature Photonics, Issue 17, 2023, Page(s) 1080–1088, ISSN 1749-4893
Publisher: Nature Publishing Group
DOI: 10.1038/s41566-023-01313-x

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

Author(s): N. Farmakidis; H. Yu; J. S. Lee; J. Feldmann; M. Wang; Y. He; S. Aggarwal; B. Dong; W. H. P. Pernice; H. Bhaskaran
Published in: Nano Letters, Issue 23(11), 2023, Page(s) 4800-4806, ISSN 1530-6992
Publisher: ACS
DOI: 10.1021/acs.nanolett.3c00220

Fully integrated four-channel wavelength-division multiplexed QKD receiver

Author(s): F. Beutel, F. Brückerhoff-Plückelmann, H. Gehring, V. Kovalyuk, P. Zolotov, G. Goltsman, W. H. P. Pernice
Published in: Optica, Issue 9(10), 2022, Page(s) 1121-1130, ISSN 2334-2536
Publisher: The Optical Society
DOI: 10.1364/optica.468982

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

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

Monadic Pavlovian associative learning in a backpropagation-free photonic network

Author(s): J. Y. S. Tan, Z. Cheng, J. Feldmann, X. Li, N. Youngblood, U. E. Ali, C. D. Wright, W. H. P. Pernice, H. Bhaskaran
Published in: Optica, Issue 9(7), 2022, Page(s) pp. 792-802, ISSN 2334-2536
Publisher: OSA
DOI: 10.1364/optica.455864

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

Author(s): 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
Published in: ACS Photonics, Issue 10(10), 2023, ISSN 1520-5126
Publisher: American Chemical Society
DOI: 10.1021/acsphotonics.3c00968

Wavelength dimension in waveguide-based photonic reservoir computing

Author(s): E. Gooskens, F. Laporte, C.i Ma, S. Sackesyn, J. Dambre, P. Bienstman
Published in: Optics Express, Issue 30(9), 2022, Page(s) pp. 15634-15647, ISSN 1094-4087
Publisher: Optical Society of America
DOI: 10.1364/oe.455774

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

Author(s): C. Ma, F. Laporte, J. Dambre, P. Bienstman
Published in: Scientific Reports, Issue 11, 2021, ISSN 2045-2322
Publisher: 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

Author(s): E. Lomonte, F. Lenzini, W. H. P. Pernice
Published in: Optics Express, Issue 29(13), 2021, ISSN 1094-4087
Publisher: Optical Society of America
DOI: 10.1364/oe.428138

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

Author(s): W. Zhou, B. Dong, N. Farmakidis, X. Li, N. Youngblood, K. Huang, Y. He, C. D. Wright, W. H. P. Pernice, H. Bhaskaran
Published in: Nature Communications, Issue 14(1), 2023, Page(s) 2887, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-023-38473-x

System-Level Simulation for Integrated Phase-Change Photonics

Author(s): S. G. C. Carrillo, A. Lugnan, E. Ge-mo, P. Bienstman, W. Pernice, H. Bhaskaran, C. D. Wright
Published in: Journal of Lightwave Technology, Issue 39(20), 2021, Page(s) 6392-6402, ISSN 1558-2213
Publisher: IEEE
DOI: 10.1109/jlt.2021.3099914

Reduced rank photonic computing accelerator

Author(s): S. Aggarwal, B. Dong, J. Feldmann, N. Farmakidis, W. H. P. Pernice, H. Bhaskaran
Published in: Optica, Issue 10(8), 2023, Page(s) pp. 1074-1080, ISSN 2334-2536
Publisher: The Optical Society
DOI: 10.1364/optica.485883

Simulating self-learning in photorefrac-tive optical reservoir computers

Author(s): F. Laporte, J. Dambre, P. Bienstman
Published in: Scientific Reports, Issue 11(1), 2021, ISSN 2045-2322
Publisher: 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

Author(s): J. Rasmus Bankwitz, Jelle Dijkstra, Ravi Pradip, Liam McRae, Emma Lomonte, Francesco Lenzini, and Wolfram H. P. Pernice
Published in: Optical Materials Express, Issue 13(12), 2023, Page(s) pp. 3667-3676, ISSN 2159-3930
Publisher: Optical Society of America
DOI: 10.1364/ome.503340

A large scale photonic matrix processor enabled by charge accumulation

Author(s): F. Brückerhoff-Plückelmann , I. Bente, D. Wendland , J. Feldmann , C. D. Wright , H. Bhaskaran, W. H. P. Pernice
Published in: Nanophotonics, Issue 12(5), 2022, Page(s) 819-825, ISSN 2192-8614
Publisher: 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

Author(s): 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
Published in: Advanced Materials, 2023, ISSN 1521-4095
Publisher: Wiley
DOI: 10.1002/adma.202310596

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

Author(s): Nikolaos Farmakidis; Hao Yu; June Sang Lee; Johannes Feldmann; Mengyun Wang; Yuhan He; Samarth Aggarwal; Bowei Dong; Wolfram H. P. Pernice; Harish Bhaskaran
Published in: Nano Letters, Issue 23(11), 2023, Page(s) 4800–4806, ISSN 1530-6992
Publisher: ACS
DOI: 10.1021/acs.nanolett.3c00220

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

Author(s): 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
Published in: Nature Communications, Issue 14, 2023, ISSN 2041-1723
Publisher: 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

Author(s): E. Gooskens, S. Sackesyn, J. Dambre, P. Bienstman
Published in: Scientific Reports, Issue 13, 2023, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-023-48816-9

An integrated photonics engine for un-supervised correlation detection

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

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

Author(s): S. Sackesyn, C. Ma, J. Dambre, P. Bienstman
Published in: Optics Express, Issue 29(20), 2021, Page(s) 30991-30997, ISSN 1094-4087
Publisher: Optical Society of America
DOI: 10.1364/oe.435013

Event-driven adaptive optical neural network

Author(s): 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
Published in: Science Advances, Issue 9(42), 2023, ISSN 2375-2548
Publisher: AAAS
DOI: 10.1126/sciadv.adi9127

Electronically Reconfigurable Photonic Switches Incorporating Plasmonic Structures and Phase Change Materials

Author(s): 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
Published in: Advanced Science, Issue 9(20), 2022, ISSN 2198-3844
Publisher: Wiley
DOI: 10.1002/advs.202270122

Other (1)

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

Author(s): Emma Lomonte; Maik Stappers; Linus Krämer; Wolfram H.P. Pernice; Francesco Lenzini
Published in: arXiv:2305.00907v1, 2023
Publisher: arXiv:2305.00907v1
DOI: 10.48550/arxiv.2305.00907

Conference proceedings (1)

Design for Robust and Efficient Neuromorphic Photonic Accelerator

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