PHotonic REServoir COmputing

Rezultaty

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Project Website and project leaflets

Publikacje

Experimental demonstration of a tunable transverse electric pass polarizer based on hybrid VO 2 /silicon technology

Autorzy: Luis David Sánchez, Irene Olivares, Jorge Parra, Mariela Menghini, Pía Homm, Jean-Pierre Locquet, Pablo Sanchis
Opublikowane w: Optics Letters, Numer 43/15, 2018, Strona(/y) 3650, ISSN 0146-9592
Wydawca: Optical Society of America
DOI: 10.1364/ol.43.003650

Optical switching in hybrid VO 2 /Si waveguides thermally triggered by lateral microheaters

Autorzy: Irene Olivares, Luis Sánchez, Jorge Parra, Roberto Larrea, Amadeu Griol, Mariela Menghini, Pía Homm, Lee-Woon Jang, Bart van Bilzen, Jin Won Seo, Jean-Pierre Locquet, Pablo Sanchis
Opublikowane w: Optics Express, Numer 26/10, 2018, Strona(/y) 12387, ISSN 1094-4087
Wydawca: Optical Society of America
DOI: 10.1364/oe.26.012387

Low-Loss Photonic Reservoir Computing with Multimode Photonic Integrated Circuits

Autorzy: Andrew Katumba, Jelle Heyvaert, Bendix Schneider, Sarah Uvin, Joni Dambre, Peter Bienstman
Opublikowane w: Scientific Reports, Numer 8/1, 2018, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-018-21011-x

All-Optical Reservoir Computing on a Photonic Chip Using Silicon-Based Ring Resonators

Autorzy: Florian Denis-Le Coarer, Marc Sciamanna, Andrew Katumba, Matthias Freiberger, Joni Dambre, Peter Bienstman, Damien Rontani
Opublikowane w: IEEE Journal of Selected Topics in Quantum Electronics, Numer 24/6, 2018, Strona(/y) 1-8, ISSN 1077-260X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSTQE.2018.2836985

Numerical demonstration of neuromorphic computing with photonic crystal cavities

Autorzy: Floris Laporte, Andrew Katumba, Joni Dambre, Peter Bienstman
Opublikowane w: Optics Express, Numer 26/7, 2018, Strona(/y) 7955, ISSN 1094-4087
Wydawca: Optical Society of America
DOI: 10.1364/oe.26.007955

Integrated pillar scatterers for speeding up classification of cell holograms

Autorzy: Alessio Lugnan, Joni Dambre, Peter Bienstman
Opublikowane w: Optics Express, Numer 25/24, 2017, Strona(/y) 30526, ISSN 1094-4087
Wydawca: Optical Society of America
DOI: 10.1364/oe.25.030526

A Multiple-Input Strategy to Efficient Integrated Photonic Reservoir Computing

Autorzy: Andrew Katumba, Matthias Freiberger, Peter Bienstman, Joni Dambre
Opublikowane w: Cognitive Computation, Numer 9/3, 2017, Strona(/y) 307-314, ISSN 1866-9956
Wydawca: Springer Verlag
DOI: 10.1007/s12559-017-9465-5

Large Pockels effect in micro- and nanostructured barium titanate integrated on silicon

Autorzy: Stefan Abel, Felix Eltes, J. Elliott Ortmann, Andreas Messner, Pau Castera, Tino Wagner, Darius Urbonas, Alvaro Rosa, Ana M. Gutierrez, Domenico Tulli, Ping Ma, Benedikt Baeuerle, Arne Josten, Wolfgang Heni, Daniele Caimi, Lukas Czornomaz, Alexander A. Demkov, Juerg Leuthold, Pablo Sanchis, Jean Fompeyrine
Opublikowane w: Nature Materials, Numer 18/1, 2019, Strona(/y) 42-47, ISSN 1476-1122
Wydawca: Nature Publishing Group
DOI: 10.1038/s41563-018-0208-0

Training Passive Photonic Reservoirs With Integrated Optical Readout

Autorzy: Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
Opublikowane w: IEEE Transactions on Neural Networks and Learning Systems, 2018, Strona(/y) 1-11, ISSN 2162-237X
Wydawca: IEEE Computational Intelligence Society
DOI: 10.1109/TNNLS.2018.2874571

Neuromorphic Computing Based on Silicon Photonics and Reservoir Computing

Autorzy: Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan, Stijn Sackesyn, Chonghuai Ma, Joni Dambre, Peter Bienstman
Opublikowane w: IEEE Journal of Selected Topics in Quantum Electronics, Numer 24/6, 2018, Strona(/y) 1-10, ISSN 1077-260X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstqe.2018.2821843

Early-stage dynamics of metallic droplets embedded in the nanotextured Mott insulating phase of V 2 O 3

Autorzy: A. Ronchi, P. Homm, M. Menghini, P. Franceschini, F. Maccherozzi, F. Banfi, G. Ferrini, F. Cilento, F. Parmigiani, S. S. Dhesi, M. Fabrizio, J.-P. Locquet, C. Giannetti
Opublikowane w: Physical Review B, Numer 100/7, 2019, ISSN 2469-9950
Wydawca: Phys. Rev. B
DOI: 10.1103/physrevb.100.075111

A BaTiO 3 -Based Electro-Optic Pockels Modulator Monolithically Integrated on an Advanced Silicon Photonics Platform

Autorzy: Felix Eltes, Christian Mai, Daniele Caimi, Marcel Kroh, Youri Popoff, Georg Winzer, Despoina Petousi, Stefan Lischke, J. Elliott Ortmann, Lukas Czornomaz, Lars Zimmermann, Jean Fompeyrine, Stefan Abel
Opublikowane w: Journal of Lightwave Technology, Numer 37/5, 2019, Strona(/y) 1456-1462, ISSN 0733-8724
Wydawca: Optical Society of America
DOI: 10.1109/jlt.2019.2893500

A Neuromorphic Silicon Photonics Nonlinear Equalizer For Optical Communications With Intensity Modulation and Direct Detection

Autorzy: Andrew Katumba, Xin Yin, Joni Dambre, Peter Bienstman
Opublikowane w: Journal of Lightwave Technology, Numer 37/10, 2019, Strona(/y) 2232-2239, ISSN 0733-8724
Wydawca: Optical Society of America
DOI: 10.1109/jlt.2019.2900568

Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch

Autorzy: Floris Laporte, Joni Dambre, Peter Bienstman
Opublikowane w: Scientific Reports, Numer 9/1, 2019, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-019-42408-2

Microstructure and ferroelectricity of BaTiO 3 thin films on Si for integrated photonics

Autorzy: Kristy J Kormondy, Youri Popoff, Marilyne Sousa, Felix Eltes, Daniele Caimi, Marta D Rossell, Manfred Fiebig, Patrik Hoffmann, Chiara Marchiori, Michael Reinke, Morgan Trassin, Alexander A Demkov, Jean Fompeyrine, Stefan Abel
Opublikowane w: Nanotechnology, Numer 28/7, 2017, Strona(/y) 075706, ISSN 0957-4484
Wydawca: Institute of Physics Publishing
DOI: 10.1088/1361-6528/aa53c2

Parametric Characterization of Self-Heating in Depletion-Type Si Micro-Ring Modulators

Autorzy: Myung Jin Shin, Yoojin Ban, Byung-Min Yu, Jinsoo Rhim, Lars Zimmermann, Woo-Young Choi
Opublikowane w: IEEE Journal of Selected Topics in Quantum Electronics, Numer 22/6, 2016, Strona(/y) 116-122, ISSN 1077-260X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstqe.2016.2560149

Influence of Dynamic Power Dissipation on Si MRM Modulation Characteristics

Autorzy: B.-M. Yu, M. Shin, M.-H. Kim, L. Zimmermann, W.-Y. Choi
Opublikowane w: Chinese Optics Letters, Numer 15(7), 2017, Strona(/y) 071301-1 - 071301-4, ISSN 1671-7694
Wydawca: Zhongguo Kexue Zazhishe/Science in China Press

Low Temperature Epitaxial Barium Titanate Thin Film Growth in High Vacuum CVD

Autorzy: Michael Reinke, Yury Kuzminykh, Felix Eltes, Stefan Abel, Thomas LaGrange, Antonia Neels, Jean Fompeyrine, Patrik Hoffmann
Opublikowane w: Advanced Materials Interfaces, Numer 18, 2017, Strona(/y) 1700116, ISSN 2196-7350
Wydawca: Advanced Materials Interfaces
DOI: 10.1002/admi.201700116

On-chip passive photonic reservoir computing with integrated optical readout

Autorzy: Matthias Freiberger, Andrew Katumba, Peter Bienstman and Joni Dambre
Opublikowane w: IEEE INTERNATIONAL CONFERENCE ON REBOOTING COMPUTING (ICRC), 2017, Strona(/y) 255-258
Wydawca: IEEE INTERNATIONAL CONFERENCE ON REBOOTING COMPUTING (ICRC)

Multi-level optical weights in integrated circuits

Autorzy: Stefan Abel, David J Stark, Felix Eltes, Daniele Caimi, Jean Fompeyrine
Opublikowane w: International Conference of Rebooting Computing 2017, 2017, Strona(/y) 252-254
Wydawca: International Conference of Rebooting Computing 2017

A novel 25 Gbps electro-optic Pockels modulator integrated on an advanced Si photonic platform

Autorzy: F. Eltes, M. Kroh, D. Caimi, C. Mai, Y. Popoff, G. Winzer, D. Petousi, S. Lischke, J. E. Ortmann, L. Czornomaz, L. Zimmermann, J. Fompeyrine, S. Abel
Opublikowane w: 2017 IEEE International Electron Devices Meeting (IEDM), 2017, Strona(/y) 24.5.1-24.5.4, ISBN 978-1-5386-3559-9
Wydawca: IEEE
DOI: 10.1109/iedm.2017.8268454

Microstructure and ferroelectricity of barium titanate thin films on Si for integrated photonics

Autorzy: Kristy J. Kormondy, Alexander A. Demkov, Youri Popoff, Marilyne Sousa, Felix Eltes, Daniele Caimi, Chiara Marchiori, Jean Fompeyrine, Stefan Abel
Opublikowane w: 2017 IEEE International Conference on IC Design and Technology (ICICDT), 2017, Strona(/y) 1-2, ISBN 978-1-5090-4502-0
Wydawca: IEEE
DOI: 10.1109/ICICDT.2017.7993501

Side-use of a Ge p-i-n photo diode for electrical application in a photonic BiCMOS technology

Autorzy: S. Lischke, D. Knoll, S. Tolunay-Wipf, C. Wipf, C. Mai, A. Fox, F. Herzel, M. Kaynak
Opublikowane w: 2016 IEEE Bipolar/BiCMOS Circuits and Technology Meeting (BCTM), 2016, Strona(/y) 126-129, ISBN 978-1-5090-0484-3
Wydawca: IEEE
DOI: 10.1109/bctm.2016.7738970

Design effects on the performance of high-speed Ge photo detectors

Autorzy: S. Lischke, W.-Y. Choi, L. Zimmermann, D. Knoll, C. Mai, M. Kroh, D. Schmidt, A. Peczek, J. KreiBl, J.-M. Lee, M. Kim
Opublikowane w: 2016 IEEE 13th International Conference on Group IV Photonics (GFP), 2016, Strona(/y) 22-23, ISBN 978-1-5090-1903-8
Wydawca: IEEE
DOI: 10.1109/group4.2016.7739076

Record High Pockels Coefficient in PIC-Compatible BaTiO<inf>3</inf>/Si Photonic Devices

Autorzy: F. Eltes, J. E. Ortmann, D. Urbonas, D. Caimi, L. Czornomaz, C. Mai, L. Zimmermann, J. Fompeyrine, S. Abel
Opublikowane w: 2018 European Conference on Optical Communication (ECOC), 2018, Strona(/y) 1-3, ISBN 978-1-5386-4862-9
Wydawca: IEEE
DOI: 10.1109/ecoc.2018.8535249

Barium Titanate Thin Films Embedded in Silicon Photonic Structures for Ultra-Efficient Electro-Optical Tuning

Autorzy: Stefan Abel, Johanna Nordlander, Felix Eltes, Daniele Caimi, Marilyne Sousa, Lukas Czornomaz, Marta D Rossell, Bert J Offrein, Jean Fompeyrine
Opublikowane w: Extended Abstracts of the 2016 International Conference on Solid State Devices and Materials, 2016, Strona(/y) 161-162
Wydawca: The Japan Society of Applied Physics.

Prawa własności intelektualnej

Training of photonic reservoir computing systems

Numer wniosku/publikacji: PCT/EP 2018/063857
Data: 2018-05-01

Optical sensor coupled to reservoir

Numer wniosku/publikacji: CH 920160061US1
Data: 2017-02-01
Wnioskodawca/wnioskodawcy: IBM RESEARCH GMBH

Thin film device

Numer wniosku/publikacji: GB 1713940.3
Data: 2017-08-01

Optical sensor coupled to reservoir

Numer wniosku/publikacji: CH 920160061US1
Data: 2017-02-01
Wnioskodawca/wnioskodawcy: IBM RESEARCH GMBH

Object sorting device

Numer wniosku/publikacji: WO 2017001438 A1
Data: 2016-05-02

Object classification system and method

Numer wniosku/publikacji: PCT/EP 2018/063855
Data: 2018-05-01

Thin film device

Numer wniosku/publikacji: GB 1713937.9
Data: 2017-08-01

Thin film device

Numer wniosku/publikacji: GB 1713937.9
Data: 2017-08-01

Scattering photonic reservoir

Numer wniosku/publikacji: PCT/EP 2018/063854
Data: 2018-05-01

Optical sensor coupled to reservoir

Numer wniosku/publikacji: CH 920160061US1
Data: 2017-02-01
Wnioskodawca/wnioskodawcy: IBM RESEARCH GMBH

Scattering photonic reservoir

Numer wniosku/publikacji: PCT/EP 2018/063854
Data: 2018-05-01

Training of photonic reservoir computing systems

Numer wniosku/publikacji: PCT/EP 2018/063857
Data: 2018-05-01

Object sorting device

Numer wniosku/publikacji: WO 2017001438 A1
Data: 2016-05-02

Object sorting device

Numer wniosku/publikacji: WO 2017001438 A1
Data: 2016-05-02

Multimode reservoir

Numer wniosku/publikacji: PCT/EP 2018/063856
Data: 2018-05-01

Object classification system and method

Numer wniosku/publikacji: PCT/EP 2018/063855
Data: 2018-05-01

Multimode reservoir

Numer wniosku/publikacji: PCT/EP 2018/063856
Data: 2018-05-01

Thin film device

Numer wniosku/publikacji: GB 1713940.3
Data: 2017-08-01

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Prawa własności intelektualnej

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