PHotonic REServoir COmputing

Resultado final

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Project Website and project leaflets

Publicaciones

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

Autores: Luis David Sánchez, Irene Olivares, Jorge Parra, Mariela Menghini, Pía Homm, Jean-Pierre Locquet, Pablo Sanchis
Publicado en: Optics Letters, Edición 43/15, 2018, Página(s) 3650, ISSN 0146-9592
Editor: Optical Society of America
DOI: 10.1364/ol.43.003650

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

Autores: 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
Publicado en: Optics Express, Edición 26/10, 2018, Página(s) 12387, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.26.012387

Low-Loss Photonic Reservoir Computing with Multimode Photonic Integrated Circuits

Autores: Andrew Katumba, Jelle Heyvaert, Bendix Schneider, Sarah Uvin, Joni Dambre, Peter Bienstman
Publicado en: Scientific Reports, Edición 8/1, 2018, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-018-21011-x

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

Autores: Florian Denis-Le Coarer, Marc Sciamanna, Andrew Katumba, Matthias Freiberger, Joni Dambre, Peter Bienstman, Damien Rontani
Publicado en: IEEE Journal of Selected Topics in Quantum Electronics, Edición 24/6, 2018, Página(s) 1-8, ISSN 1077-260X
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSTQE.2018.2836985

Numerical demonstration of neuromorphic computing with photonic crystal cavities

Autores: Floris Laporte, Andrew Katumba, Joni Dambre, Peter Bienstman
Publicado en: Optics Express, Edición 26/7, 2018, Página(s) 7955, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.26.007955

Integrated pillar scatterers for speeding up classification of cell holograms

Autores: Alessio Lugnan, Joni Dambre, Peter Bienstman
Publicado en: Optics Express, Edición 25/24, 2017, Página(s) 30526, ISSN 1094-4087
Editor: Optical Society of America
DOI: 10.1364/oe.25.030526

A Multiple-Input Strategy to Efficient Integrated Photonic Reservoir Computing

Autores: Andrew Katumba, Matthias Freiberger, Peter Bienstman, Joni Dambre
Publicado en: Cognitive Computation, Edición 9/3, 2017, Página(s) 307-314, ISSN 1866-9956
Editor: Springer Verlag
DOI: 10.1007/s12559-017-9465-5

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

Autores: 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
Publicado en: Nature Materials, Edición 18/1, 2019, Página(s) 42-47, ISSN 1476-1122
Editor: Nature Publishing Group
DOI: 10.1038/s41563-018-0208-0

Training Passive Photonic Reservoirs With Integrated Optical Readout

Autores: Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
Publicado en: IEEE Transactions on Neural Networks and Learning Systems, 2018, Página(s) 1-11, ISSN 2162-237X
Editor: IEEE Computational Intelligence Society
DOI: 10.1109/TNNLS.2018.2874571

Neuromorphic Computing Based on Silicon Photonics and Reservoir Computing

Autores: Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan, Stijn Sackesyn, Chonghuai Ma, Joni Dambre, Peter Bienstman
Publicado en: IEEE Journal of Selected Topics in Quantum Electronics, Edición 24/6, 2018, Página(s) 1-10, ISSN 1077-260X
Editor: 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

Autores: 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
Publicado en: Physical Review B, Edición 100/7, 2019, ISSN 2469-9950
Editor: 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

Autores: 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
Publicado en: Journal of Lightwave Technology, Edición 37/5, 2019, Página(s) 1456-1462, ISSN 0733-8724
Editor: 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

Autores: Andrew Katumba, Xin Yin, Joni Dambre, Peter Bienstman
Publicado en: Journal of Lightwave Technology, Edición 37/10, 2019, Página(s) 2232-2239, ISSN 0733-8724
Editor: 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

Autores: Floris Laporte, Joni Dambre, Peter Bienstman
Publicado en: Scientific Reports, Edición 9/1, 2019, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-019-42408-2

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

Autores: 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
Publicado en: Nanotechnology, Edición 28/7, 2017, Página(s) 075706, ISSN 0957-4484
Editor: Institute of Physics Publishing
DOI: 10.1088/1361-6528/aa53c2

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

Autores: Myung Jin Shin, Yoojin Ban, Byung-Min Yu, Jinsoo Rhim, Lars Zimmermann, Woo-Young Choi
Publicado en: IEEE Journal of Selected Topics in Quantum Electronics, Edición 22/6, 2016, Página(s) 116-122, ISSN 1077-260X
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstqe.2016.2560149

Influence of Dynamic Power Dissipation on Si MRM Modulation Characteristics

Autores: B.-M. Yu, M. Shin, M.-H. Kim, L. Zimmermann, W.-Y. Choi
Publicado en: Chinese Optics Letters, Edición 15(7), 2017, Página(s) 071301-1 - 071301-4, ISSN 1671-7694
Editor: Zhongguo Kexue Zazhishe/Science in China Press

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

Autores: Michael Reinke, Yury Kuzminykh, Felix Eltes, Stefan Abel, Thomas LaGrange, Antonia Neels, Jean Fompeyrine, Patrik Hoffmann
Publicado en: Advanced Materials Interfaces, Edición 18, 2017, Página(s) 1700116, ISSN 2196-7350
Editor: Advanced Materials Interfaces
DOI: 10.1002/admi.201700116

On-chip passive photonic reservoir computing with integrated optical readout

Autores: Matthias Freiberger, Andrew Katumba, Peter Bienstman and Joni Dambre
Publicado en: IEEE INTERNATIONAL CONFERENCE ON REBOOTING COMPUTING (ICRC), 2017, Página(s) 255-258
Editor: IEEE INTERNATIONAL CONFERENCE ON REBOOTING COMPUTING (ICRC)

Multi-level optical weights in integrated circuits

Autores: Stefan Abel, David J Stark, Felix Eltes, Daniele Caimi, Jean Fompeyrine
Publicado en: International Conference of Rebooting Computing 2017, 2017, Página(s) 252-254
Editor: International Conference of Rebooting Computing 2017

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

Autores: 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
Publicado en: 2017 IEEE International Electron Devices Meeting (IEDM), 2017, Página(s) 24.5.1-24.5.4, ISBN 978-1-5386-3559-9
Editor: IEEE
DOI: 10.1109/iedm.2017.8268454

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

Autores: Kristy J. Kormondy, Alexander A. Demkov, Youri Popoff, Marilyne Sousa, Felix Eltes, Daniele Caimi, Chiara Marchiori, Jean Fompeyrine, Stefan Abel
Publicado en: 2017 IEEE International Conference on IC Design and Technology (ICICDT), 2017, Página(s) 1-2, ISBN 978-1-5090-4502-0
Editor: 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

Autores: S. Lischke, D. Knoll, S. Tolunay-Wipf, C. Wipf, C. Mai, A. Fox, F. Herzel, M. Kaynak
Publicado en: 2016 IEEE Bipolar/BiCMOS Circuits and Technology Meeting (BCTM), 2016, Página(s) 126-129, ISBN 978-1-5090-0484-3
Editor: IEEE
DOI: 10.1109/bctm.2016.7738970

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

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

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

Autores: F. Eltes, J. E. Ortmann, D. Urbonas, D. Caimi, L. Czornomaz, C. Mai, L. Zimmermann, J. Fompeyrine, S. Abel
Publicado en: 2018 European Conference on Optical Communication (ECOC), 2018, Página(s) 1-3, ISBN 978-1-5386-4862-9
Editor: IEEE
DOI: 10.1109/ecoc.2018.8535249

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

Autores: Stefan Abel, Johanna Nordlander, Felix Eltes, Daniele Caimi, Marilyne Sousa, Lukas Czornomaz, Marta D Rossell, Bert J Offrein, Jean Fompeyrine
Publicado en: Extended Abstracts of the 2016 International Conference on Solid State Devices and Materials, 2016, Página(s) 161-162
Editor: The Japan Society of Applied Physics.

Derechos de propiedad intelectual

Training of photonic reservoir computing systems

Número de solicitud/publicación: PCT/EP 2018/063857
Fecha: 2018-05-01

Optical sensor coupled to reservoir

Número de solicitud/publicación: CH 920160061US1
Fecha: 2017-02-01
Solicitante(s): IBM RESEARCH GMBH

Thin film device

Número de solicitud/publicación: GB 1713940.3
Fecha: 2017-08-01

Optical sensor coupled to reservoir

Número de solicitud/publicación: CH 920160061US1
Fecha: 2017-02-01
Solicitante(s): IBM RESEARCH GMBH

Object sorting device

Número de solicitud/publicación: WO 2017001438 A1
Fecha: 2016-05-02

Object classification system and method

Número de solicitud/publicación: PCT/EP 2018/063855
Fecha: 2018-05-01

Thin film device

Número de solicitud/publicación: GB 1713937.9
Fecha: 2017-08-01

Thin film device

Número de solicitud/publicación: GB 1713937.9
Fecha: 2017-08-01

Scattering photonic reservoir

Número de solicitud/publicación: PCT/EP 2018/063854
Fecha: 2018-05-01

Optical sensor coupled to reservoir

Número de solicitud/publicación: CH 920160061US1
Fecha: 2017-02-01
Solicitante(s): IBM RESEARCH GMBH

Scattering photonic reservoir

Número de solicitud/publicación: PCT/EP 2018/063854
Fecha: 2018-05-01

Training of photonic reservoir computing systems

Número de solicitud/publicación: PCT/EP 2018/063857
Fecha: 2018-05-01

Object sorting device

Número de solicitud/publicación: WO 2017001438 A1
Fecha: 2016-05-02

Object sorting device

Número de solicitud/publicación: WO 2017001438 A1
Fecha: 2016-05-02

Multimode reservoir

Número de solicitud/publicación: PCT/EP 2018/063856
Fecha: 2018-05-01

Object classification system and method

Número de solicitud/publicación: PCT/EP 2018/063855
Fecha: 2018-05-01

Multimode reservoir

Número de solicitud/publicación: PCT/EP 2018/063856
Fecha: 2018-05-01

Thin film device

Número de solicitud/publicación: GB 1713940.3
Fecha: 2017-08-01

Resultado final

Publicaciones

Derechos de propiedad intelectual

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