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Ir. Bendix Schneider  (Doctoral Researcher)

This person worked in the group from 2011 till 2017.

Affiliation: DenkIP
INTEC
Address: Technologiepark-Zwijnaarde 126
9052 Gent
Belgium
E-mail: [email protected]
Promotor: Peter Bienstman
BendixSchneider
Born in Gera, Germany, in 1987. Studied physics in Germany, France, and Belgium where he received his Master in 2011. The research of his master thesis was focused on an approach towards all-optical reservoir computing.

Specific Research Topics

Patents

Publications (13)

    International Journals

  1. A. Katumba, J. Heyvaert, B. Schneider, S. Uvin, J. Dambre, P. Bienstman, Low-Loss Photonic Reservoir Computing with Multimode Photonic Integrated Circuits, Scientific Reports, 8(1), p.2653 doi:10.1038/s41598-018-21011-x (2018)  Download this Publication (1.3MB).
  2. B. Schneider, J. Dambre, P. Bienstman, Using digital masks to enhance the bandwidth tolerance and improve performance in on-chip reservoir computing systems, IEEE Transactions on Neural Networks and Learning Systems, 27(12), p.2748-2753 doi:10.1109/TNNLS.2015.2498763 (2016)  Download this Publication (1.7MB).
  3. B. Schneider, J. Dambre, P. Bienstman, Fast particle characterization using digital holography and neural networks, Applied Optics, 55(1), p.133-139 doi: 10.1364/AO.55.000133 (2016)  Download this Publication (994KB).
      International Conferences

    1. A. Katumba, B. Schneider, J. Dambre, P. Bienstman, An integrated photonics reservoir computing approach to signal equalization for telecommunications, International Conference on Transparent Optical Networks (ICTON) 2016, Italy, p.Tu.D5.1 doi:10.1109/icton.2016.7550462 (2016)  Download this Publication (269KB).
    2. B. Schneider, G. Vanmeerbeeck, R. Stahl, L. Lagae, J. Dambre, P. Bienstman, Neural Network for Blood Cell Classification in a Holographic Microscopy System, Transparent Optical Networks (ICTON), 2015 17th International Conference on (invited), Hungary, p.1-4 doi:10.1109/ICTON.2015.7193315 (2015)  Download this Publication (437KB).
    3. B. Schneider, G. Vanmeerbeeck, R. Stahl, L. Lagae, P. Bienstman, Using neural networks for high-speed blood cell classification in a holographic-microscopy flow-cytometry system, SPIE Photonics West, United States, p.paper 9328-50 doi:10.1117/12.2079436 (2015)  Download this Publication (671KB).
    4. P. Bienstman, K.T Vandoorne, T. Van Vaerenbergh, M. Fiers, B. Schneider, B. Schrauwen, J. Dambre, Using silicon nanophotonics for digital and analog signal processing with reservoir computing, Progress In Electromagnetics Research Symposium (PIERS 2013) (invited), Sweden, p.64 (2013)  Download this Publication (21KB).
    5. P. Bienstman, K.T Vandoorne, T. Van Vaerenbergh, M. Fiers, B. Schneider, B. Schrauwen, J. Dambre, Using silicon nanophotonics for digital and analog signal processing with reservoir computing, Horizons de l'optique (invited), France, p.12 (2013)  Download this Publication (235KB).
    6. B. Schneider, J. Dambre, P. Bienstman, Reduction of analogue bandwidth requirement in photonic on-chip reservoir computing , Proceedings of the 2012 Annual Symposium of the IEEE Photonics Society Benelux Chapter, Belgium, p.227-230 (2012)  Download this Publication (527KB).
    7. T. Van Vaerenbergh, M. Fiers, P. Mechet, T. Spuesens, R. Kumar, G. Morthier, K.T Vandoorne, B. Schneider, B. Schrauwen, J. Dambre, P. Bienstman, Characterization of cascadable excitability in a silicon-on-insulator microring, Proceedings of the 2012 Annual Symposium of the IEEE Photonics Society Belenux Chapter, Belgium, p.119-122 (2012)  Download this Publication (471KB).
    8. T. Van Vaerenbergh, M. Fiers, P. Mechet, T. Spuesens, R. Kumar, G. Morthier, K.T Vandoorne, B. Schneider, B. Schrauwen, J. Dambre, P. Bienstman, Self-pulsation and excitability mechanism in silicon-on-insulator microrings , 2012 Asia Communications and Photonics Conference (ACP), China, p.ATh4B.5 doi:10.1364/ACP.2012.ATh4B.5 (2012).
    9. P. Bienstman, K.T Vandoorne, T. Van Vaerenbergh, M. Fiers, B. Schneider, D. Verstraete, B. Schrauwen, J. Dambre, Reservoir computing on nanophotonic chips, 2012 International symposium on Nonlinear Theory and its Applications (NOLTA 2012), Spain, p.506-508 doi:10.15248/proc.1.506 (2012)  Download this Publication (220KB).
    10. T. Van Vaerenbergh, M. Fiers, K.T Vandoorne, B. Schneider, J. Dambre, P. Bienstman, Towards a photonic spiking neuron: excitability in a silicon-on-insulator microring., 2012 International symposium on Nonlinear Theory and its Applications, Proceedings (NOLTA), Spain, p.767 - 770 doi:10.15248/proc.1.767 (2012)  Download this Publication (1.4MB).
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