Explore the words cloud of the PHRESCO project. It provides you a very rough idea of what is the project "PHRESCO" about.
The following table provides information about the project.
Coordinator |
KATHOLIEKE UNIVERSITEIT LEUVEN
Organization address contact info |
Coordinator Country | Belgium [BE] |
Project website | http://www.phresco.eu |
Total cost | 3˙443˙592 € |
EC max contribution | 2˙444˙512 € (71%) |
Programme |
1. H2020-EU.2.1.1. (INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)) |
Code Call | H2020-ICT-2015 |
Funding Scheme | RIA |
Starting year | 2015 |
Duration (year-month-day) | from 2015-11-01 to 2019-10-31 |
Take a look of project's partnership.
# | ||||
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1 | KATHOLIEKE UNIVERSITEIT LEUVEN | BE (LEUVEN) | coordinator | 779˙750.00 |
2 | IHP GMBH - INNOVATIONS FOR HIGH PERFORMANCE MICROELECTRONICS/LEIBNIZ-INSTITUT FUER INNOVATIVE MIKROELEKTRONIK | DE (FRANKFURT ODER) | participant | 598˙220.00 |
3 | UNIVERSITEIT GENT | BE (GENT) | participant | 589˙992.00 |
4 | CENTRALESUPELEC | FR (GIF SUR YVETTE) | participant | 476˙550.00 |
5 | IBM RESEARCH GMBH | CH (RUESCHLIKON) | participant | 0.00 |
New computing paradigms are required to feed the next revolution in Information Technology. Machines need to be invented that can learn, but also handle vast amount of data. In order to achieve this goal and still reduce the energy footprint of Information and Communication Technology, fundamental hardware innovations must be done. A physical implementation natively supporting new computing methods is required. Most of the time, CMOS is used to emulate e.g. neuronal behavior, and is intrinsically limited in power efficiency and speed. Reservoir computing (RC) is one of the concepts that has proven its efficiency to perform tasks where traditional approaches fail. It is also one of the rare concepts of an efficient hardware realization of cognitive computing into a specific, silicon-based technology. Small RC systems have been demonstrated using optical fibers and bulk components. In 2014, optical RC networks based integrated photonic circuits were demonstrated. The PHRESCO project aims to bring photonic reservoir computing to the next level of maturity. A new RC chip will be co-designed, including innovative electronic and photonic component that will enable major breakthrough in the field. We will i) Scale optical RC systems up to 60 nodes ii) build an all-optical chip based on the unique electro-optical properties of new materials iii) Implement new learning algorithms to exploit the capabilities of the RC chip. The hardware integration of beyond state-of-the-art components with novel system and algorithm design will pave the way towards a new era of optical, cognitive systems capable of handling huge amount of data at ultra-low power consumption.
Project newsletters and posters | Websites, patent fillings, videos etc. | 2020-02-21 12:23:10 |
Dissemination Report | Documents, reports | 2020-02-21 12:23:10 |
Project Website and project leaflets | Websites, patent fillings, videos etc. | 2020-02-21 12:23:09 |
Take a look to the deliverables list in detail: detailed list of PHRESCO deliverables.
year | authors and title | journal | last update |
---|---|---|---|
2017 |
B.-M. Yu, M. Shin, M.-H. Kim, L. Zimmermann, W.-Y. Choi Influence of Dynamic Power Dissipation on Si MRM Modulation Characteristics published pages: 071301-1 - 07130, ISSN: 1671-7694, DOI: |
Chinese Optics Letters 15(7) | 2020-03-11 |
2016 |
Myung Jin Shin, Yoojin Ban, Byung-Min Yu, Jinsoo Rhim, Lars Zimmermann, Woo-Young Choi Parametric Characterization of Self-Heating in Depletion-Type Si Micro-Ring Modulators published pages: 116-122, ISSN: 1077-260X, DOI: 10.1109/jstqe.2016.2560149 |
IEEE Journal of Selected Topics in Quantum Electronics 22/6 | 2020-03-11 |
2019 |
Floris Laporte, Joni Dambre, Peter Bienstman Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch published pages: , ISSN: 2045-2322, DOI: 10.1038/s41598-019-42408-2 |
Scientific Reports 9/1 | 2020-02-21 |
2019 |
Andrew Katumba, Xin Yin, Joni Dambre, Peter Bienstman A Neuromorphic Silicon Photonics Nonlinear Equalizer For Optical Communications With Intensity Modulation and Direct Detection published pages: 2232-2239, ISSN: 0733-8724, DOI: 10.1109/jlt.2019.2900568 |
Journal of Lightwave Technology 37/10 | 2020-02-21 |
2019 |
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 A BaTiO 3 -Based Electro-Optic Pockels Modulator Monolithically Integrated on an Advanced Silicon Photonics Platform published pages: 1456-1462, ISSN: 0733-8724, DOI: 10.1109/jlt.2019.2893500 |
Journal of Lightwave Technology 37/5 | 2020-02-21 |
2019 |
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 Early-stage dynamics of metallic droplets embedded in the nanotextured Mott insulating phase of V 2 O 3 published pages: , ISSN: 2469-9950, DOI: 10.1103/physrevb.100.075111 |
Physical Review B 100/7 | 2020-02-21 |
2018 |
Florian Denis-Le Coarer, Marc Sciamanna, Andrew Katumba, Matthias Freiberger, Joni Dambre, Peter Bienstman, Damien Rontani All-Optical Reservoir Computing on a Photonic Chip Using Silicon-Based Ring Resonators published pages: 1-8, ISSN: 1077-260X, DOI: 10.1109/JSTQE.2018.2836985 |
IEEE Journal of Selected Topics in Quantum Electronics 24/6 | 2020-02-21 |
2017 |
Alessio Lugnan, Joni Dambre, Peter Bienstman Integrated pillar scatterers for speeding up classification of cell holograms published pages: 30526, ISSN: 1094-4087, DOI: 10.1364/oe.25.030526 |
Optics Express 25/24 | 2020-02-21 |
2019 |
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 Large Pockels effect in micro- and nanostructured barium titanate integrated on silicon published pages: 42-47, ISSN: 1476-1122, DOI: 10.1038/s41563-018-0208-0 |
Nature Materials 18/1 | 2020-02-21 |
2018 |
Luis David Sánchez, Irene Olivares, Jorge Parra, Mariela Menghini, PÃa Homm, Jean-Pierre Locquet, Pablo Sanchis Experimental demonstration of a tunable transverse electric pass polarizer based on hybrid VO 2 /silicon technology published pages: 3650, ISSN: 0146-9592, DOI: 10.1364/ol.43.003650 |
Optics Letters 43/15 | 2020-02-21 |
2018 |
Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre Training Passive Photonic Reservoirs With Integrated Optical Readout published pages: 1-11, ISSN: 2162-237X, DOI: 10.1109/TNNLS.2018.2874571 |
IEEE Transactions on Neural Networks and Learning Systems | 2020-02-21 |
2018 |
Irene Olivares, Luis Sánchez, Jorge Parra, Roberto Larrea, Amadeu Griol, Mariela Menghini, PÃa Homm, Lee-Woon Jang, Bart van Bilzen, Jin Won Seo, Jean-Pierre Locquet, Pablo Sanchis Optical switching in hybrid VO 2 /Si waveguides thermally triggered by lateral microheaters published pages: 12387, ISSN: 1094-4087, DOI: 10.1364/oe.26.012387 |
Optics Express 26/10 | 2020-02-21 |
2018 |
Andrew Katumba, Jelle Heyvaert, Bendix Schneider, Sarah Uvin, Joni Dambre, Peter Bienstman Low-Loss Photonic Reservoir Computing with Multimode Photonic Integrated Circuits published pages: , ISSN: 2045-2322, DOI: 10.1038/s41598-018-21011-x |
Scientific Reports 8/1 | 2020-02-21 |
2017 |
Stefan Abel, David J Stark, Felix Eltes, Daniele Caimi, Jean Fompeyrine Multi-level optical weights in integrated circuits published pages: 252-254, ISSN: , DOI: |
International Conference of Rebooting Computing 2017 | 2020-02-21 |
2017 |
Felix Eltes, M Kroh, D Caimi, C Mai, Y Popoff, G Winzer, D Petousi, S Lischke, John E Ortmann, L Czornomaz, Lars Zimmermann, Jean Fompeyrine, Stefan Abel A novel 25 Gbps electro-optic Pockels modulator integrated on an advanced Si photonic platform published pages: , ISSN: , DOI: |
IEEE International Electron Devices Meeting (IEDM), pp. 601--604, 2017 | 2020-02-21 |
2018 |
Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan, Stijn Sackesyn, Chonghuai Ma, Joni Dambre, Peter Bienstman Neuromorphic Computing Based on Silicon Photonics and Reservoir Computing published pages: 1-10, ISSN: 1077-260X, DOI: 10.1109/jstqe.2018.2821843 |
IEEE Journal of Selected Topics in Quantum Electronics 24/6 | 2020-02-21 |
2017 |
Matthias Freiberger, Andrew Katumba, Peter Bienstman and Joni Dambre On-chip passive photonic reservoir computing with integrated optical readout published pages: 255-258, ISSN: , DOI: |
IEEE INTERNATIONAL CONFERENCE ON REBOOTING COMPUTING (ICRC) | 2020-02-21 |
2017 |
Andrew Katumba, Matthias Freiberger, Peter Bienstman, Joni Dambre A Multiple-Input Strategy to Efficient Integrated Photonic Reservoir Computing published pages: 307-314, ISSN: 1866-9956, DOI: 10.1007/s12559-017-9465-5 |
Cognitive Computation 9/3 | 2020-02-21 |
2017 |
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 Microstructure and ferroelectricity of BaTiO 3 thin films on Si for integrated photonics published pages: 75706, ISSN: 0957-4484, DOI: 10.1088/1361-6528/aa53c2 |
Nanotechnology 28/7 | 2020-02-21 |
2017 |
Michael Reinke, Yury Kuzminykh, Felix Eltes, Stefan Abel, Thomas LaGrange, Antonia Neels, Jean Fompeyrine, Patrik Hoffmann Low Temperature Epitaxial Barium Titanate Thin Film Growth in High Vacuum CVD published pages: 1700116, ISSN: 2196-7350, DOI: 10.1002/admi.201700116 |
Advanced Materials Interfaces 18 | 2020-02-21 |
2016 |
Stefan Abel, Johanna Nordlander, Felix Eltes, Daniele Caimi, Marilyne Sousa, Lukas Czornomaz, Marta D Rossell, Bert J Offrein, Jean Fompeyrine Barium Titanate Thin Films Embedded in Silicon Photonic Structures for Ultra-Efficient Electro-Optical Tuning published pages: 161-162, ISSN: , DOI: |
Extended Abstracts of the 2016 International Conference on Solid State Devices and Materials | 2020-02-21 |
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