Photonic enabled Petascale in-memory computing with Femtojoule energy consumption

Resultado final

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

Launch project website

Data Management Plan

Kick-off meeting with all consortium partners

Publicaciones

Varifocal Metalens Using Tunable and Ultralow‐loss Dielectrics

Autores: Mengyun Wang; June Sang Lee; Samarth Aggarwal; Nikolaos Farmakidis; Yuhan He; Tangsheng Cheng; Harish Bhaskaran
Publicado en: Advanced Science, Edición 10, 2023, ISSN 2198-3844
Editor: Wiley
DOI: 10.1002/advs.202204899

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

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

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

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

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

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

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

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

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

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

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

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

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

Autores: Emma Lomonte; Maik Stappers; Linus Krämer; Wolfram H.P. Pernice; Francesco Lenzini
Publicado en: arXiv:2305.00907v1, 2023
Editor: arXiv:2305.00907v1
DOI: 10.48550/arxiv.2305.00907

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

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