Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation
Sackesyn, Stijn, Ma, Chonghuai, Dambre, Joni, Bienstman, Peter
Published in Optics express (27.09.2021)
Published in Optics express (27.09.2021)
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Experimental demonstration of reservoir computing on a silicon photonics chip
Vandoorne, Kristof, Mechet, Pauline, Van Vaerenbergh, Thomas, Fiers, Martin, Morthier, Geert, Verstraeten, David, Schrauwen, Benjamin, Dambre, Joni, Bienstman, Peter
Published in Nature communications (24.03.2014)
Published in Nature communications (24.03.2014)
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Demonstrating delay-based reservoir computing using a compact photonic integrated chip
Harkhoe, Krishan, Verschaffelt, Guy, Katumba, Andrew, Bienstman, Peter, Van der Sande, Guy
Published in Optics express (03.02.2020)
Published in Optics express (03.02.2020)
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Emerging opportunities and challenges for the future of reservoir computing
Yan, Min, Huang, Can, Bienstman, Peter, Tino, Peter, Lin, Wei, Sun, Jie
Published in Nature communications (06.03.2024)
Published in Nature communications (06.03.2024)
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Silicon-on-Insulator microring resonator for sensitive and label-free biosensing
De Vos, Katrien, Bartolozzi, Irene, Schacht, Etienne, Bienstman, Peter, Baets, Roel
Published in Optics express (11.06.2007)
Published in Optics express (11.06.2007)
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High-performance photonic reservoir computer based on a coherently driven passive cavity
Vinckier, Quentin, Duport, François, Smerieri, Anteo, Vandoorne, Kristof, Bienstman, Peter, Haelterman, Marc, Massar, Serge
Published in Optica (20.05.2015)
Published in Optica (20.05.2015)
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Neuromorphic Computing Based on Silicon Photonics and Reservoir Computing
Katumba, Andrew, Freiberger, Matthias, Laporte, Floris, Lugnan, Alessio, Sackesyn, Stijn, Chonghuai Ma, Dambre, Joni, Bienstman, Peter
Published in IEEE journal of selected topics in quantum electronics (01.11.2018)
Published in IEEE journal of selected topics in quantum electronics (01.11.2018)
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Compact Silicon Nitride Arrayed Waveguide Gratings for Very Near-Infrared Wavelengths
Martens, Daan, Subramanian, Ananth Z., Pathak, Shibnath, Vanslembrouck, Michael, Bienstman, Peter, Bogaerts, Wim, Baets, Roel G.
Published in IEEE photonics technology letters (15.01.2015)
Published in IEEE photonics technology letters (15.01.2015)
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Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout
Ma, Chonghuai, Laporte, Floris, Dambre, Joni, Bienstman, Peter
Published in Scientific reports (04.02.2021)
Published in Scientific reports (04.02.2021)
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A Multiple-Input Strategy to Efficient Integrated Photonic Reservoir Computing
Katumba, Andrew, Freiberger, Matthias, Bienstman, Peter, Dambre, Joni
Published in Cognitive computation (01.06.2017)
Published in Cognitive computation (01.06.2017)
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Comparing plasmonic and dielectric gratings for absorption enhancement in thin-film organic solar cells
Le, Khai Q, Abass, Aimi, Maes, Bjorn, Bienstman, Peter, Alù, Andrea
Published in Optics express (02.01.2012)
Published in Optics express (02.01.2012)
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Toward optical signal processing using photonic reservoir computing
Vandoorne, Kristof, Dierckx, Wouter, Schrauwen, Benjamin, Verstraeten, David, Baets, Roel, Bienstman, Peter, Van Campenhout, Jan
Published in Optics express (21.07.2008)
Published in Optics express (21.07.2008)
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Using photonic reservoirs as preprocessors for deep neural networks
Bauwens, Ian, Van der Sande , Guy, Bienstman , Peter, Verschaffelt , Guy
Published in Frontiers in physics (24.11.2022)
Published in Frontiers in physics (24.11.2022)
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Automated design of complex dynamic systems
Hermans, Michiel, Schrauwen, Benjamin, Bienstman, Peter, Dambre, Joni
Published in PloS one (31.01.2014)
Published in PloS one (31.01.2014)
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