Group presentations

Oral and poster presentations by PhD students:

Presenter in bold font

2022

  • Porte, X.; Skalli, A.; Haghighi, N.; Reitzenstein, S.; Lott, J. A.; Brunner, D.; “Neural network computing with large-area lasers”, AOP, Porto (2022).
  • Porte, X.; Skalli, A.; Haghighi, N.; Reitzenstein, S.; Lott, J. A.; Brunner, D.; “Neural network computing with large-area lasers”, IEEE COMPENG, Florence (2022).
  • Grabulosa, A.; Porte, X.; Moughames, J.; Brunner, D.; "(3+1)D-printed adiabatic 1-to-N couplers", ETAI, San Diego (2022).
  • Skalli, A.; Porte, X.; Haghighi, N.; Reitzenstein, S.; Lott, J.A.; Brunner, D.; "A semiconductor laser stand-alone neural network" OECC-PSC, Toyama (2022).
  • Talukder, R. ; Porter,X ; Brunner, D.; “Realisation of large-scale Photonic Spiking hardware system ”, SPIE Optics+Photonics, San Diego USA(2022).
  • Skalli, A.; Porte, X.; Haghighi, N.; Reitzenstein, S.; Lott, J.A.; Brunner, D.; " Computational metrics of an injection-locked large area semiconductor laser for neural network computing (Conference Presentation)" ETAI, San-Diego (2022).
  • Talukder, R. ; Porter,X ; Brunner, D.;"Scalable electro-optical spiking neural network", Women in photonics, Jena, Germany (2022).

2021

  • Grabulosa, A.; Moughames, J.; Porte, X.; Brunner, D.; “Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks.”, Femto-ST Annual Seminar, Sevenans (2021).
  • Grabulosa, A.; Moughames, J.; Porte, X.; Brunner, D.; “Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks.”, PhD students seminar, Besançon (2021).
  • Grabulosa, A.; Moughames, J.; Porte, X.; Brunner, D.; “Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks.”, EPFL-Photonic Day, Lausanne (2021).
  • Grabulosa, A.; Moughames, J.; Porte, X.; Brunner, D.; “Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks.”, SPIE Optics + Photonics, San Diego (2021).
  • A. Skalli, X. Porte, N. Haghighi, S. Reitzenstein, J.A. Lott, D. Brunner “Analog computing on spiking photonic neural networks”, IS-PALD (2021).
  • A .Skalli, X. Porte, N. Haghighi, S. Reitzenstein, J.A. Lott, D. Brunner "Emerging topics in artificial intelligence" ETAI (2021).
  • A .Skalli, X. Porte, N. Haghighi, S. Reitzenstein, J.A. Lott, D. Brunner "Deep learning in unconventional neuromorphics hardware" DLUNH (2021).
  • Talukder, R. ; Skalli, A. ; Andreoli, L. ; Brunner, D.; “Analog computing on spiking photonic neural networks”, IS-PALD (2021).
  • Talukder, R. ; Skalli, A. ; Andreoli, L. ; Brunner, D.; “Analog computing on spiking photonic neural networks”, EPFL- Photonic days (2021).
  • Porte, X.; Skalli, A.; Haghighi, N.; Reitzenstein, S.; Lott, J. A.; Brunner, D.; "Neural network computing with large-area VCSELs," European Semiconductor Lasers Workshop - Paris (virtual) (2021).
  • Porte, X.; Skalli, A.; Haghighi, N.; Reitzenstein, S.; Lott, J. A.; Brunner, D.; "Neural network computing with multimode lasers," International conference on "Control of Self-Organizing Nonlinear Systems" - Postdam (virtual) (2021).
  • Porte, X.; Skalli, A.; Haghighi, N.; Reitzenstein, S.; Lott, J. A.; Brunner, D.; "Neural network computing using a semiconductor multimode laser," OSA NLO Topical Meetings - Hawaï (virtual) (2021).
  • Semenova, N.; Larger, L.; Brunner, D.; “Impact of noise on analog neural networks” Saratov Fall Meeting 9th International Symposium “Optics and Biophotonics” (2021), Saratov, Russia.
  • Semenova, N.; Larger, L.; Brunner, D.; “The general aspects of noise in analog hardware deep neural networks” International Symposium TOPICAL PROBLEMS OF NONLINEAR WAVE PHYSICS NWP (2021), Nizhny Novgorod, Russia.
  • Semenova, N.; Porte, X.; Jacquot, M.; Larger, L.; Brunner, D.; “Impact of internal noise on deep neural networks” SPIE Optics & Photonics - digital forum (2021).
  • Porte, X.; "Optical coupling of quantum-dot micropillar lasers with perspective towards neuromorphic computing," Seminar at IFISC - Palma de Mallorca (virtual) (2021)
  • Semenov, V.; Porte, X.; Conti, C.; Abdulhalim, I.; Larger, L.; Brunner, D.; "Optically-addressed spatial light modulators for the Ising machine implementation", CLEO/Europe-EQEC Virtual Conferences (2021).
  • Porte, X.; Skalli, A.; Haghighi, N.; Reitzenstein, S.; Lott, J. A.; Brunner, D.; "Neural network computing using a large-area vertical-cavity surface-emitting laser," CLEO Europe - Munich (virtual) (2021).
  • Porte, X.; Moughames, J.; Larger, L.; Jacquot, M.; Kadic, M.; Brunner, D.; "3D-printed core-cladding waveguides and adiabatic splitters for integrated photonic circuits," CLEO Europe - Munich (virtual) (2021).
  • Moughames, J.; Porte, X.; Jacquot, M.; Larger, L.; Kadic, M.; Brunner, D.; "Scalable photonic splitters based on 3D laser lithography", CLEO/Europe-EQEC Virtual Conferences ( June 2021).
  • Moughames, J.; Porte, X.; Jacquot, M.; Larger, L.; Kadic, M.; Brunner, D.; "3D printed interconnects of photonic waveguides", CLEO US (May, 2021).

2020

  • Semenova, N.; Porte, X.; Jacquot, M.; Larger, L.; Brunner, D.; "Noise propagation in feedforward and reservoir neural networks," SPIE Optics & Photonics - digital forum (2020).
  • Porte, X.; Moughames, J.; Andreoli, L.; Heuser, T.; Semenova, N.; Jacquot, M.; Larger, L.; Kadic, M.; Reitzenstein, S.; Brunner, D.; "PHOTONIC NEURAL NETWORKS FOR MACHINE LEARNING," Seminar at ETSI, Universidad Politécnica de Madrid - Madrid (2020)
  • Semenov, V.; Porte, X.; Jacquot, M.; Larger, L.; Abdulhalim, I.; Brunner, D.; "Optically addressed spatial light modulators for photonic neural network implementations," SPIE Optics & Photonics - digital forum (2020).

2019

  • Porte, X.; Andreoli, L.; Chretien, S.; Jacquot, M.; Larger, L.; Brunner, D.; “Greedy Reinforcement Learning in Large Photonic Neural Networks”, Invited Presentation, The International Conference on Hybrid Photonics and Materials, Naxos/Greece (2019).
  • Porte, X.; Holzinger, S.; Kreinberg, S.; Schlottmann, E.; Heuser, T.; Große, J.; Andreoli, L.; Jacquot, M.; Larger, L.; Reitzenstein, S.; Brunner, D.; “Optical coupling of quantum-dot micropillar lasers with application to neuromorphic computing”, Invited Presentation, European Semiconductor Lasers Workshop, Cork/Ireland (2019).
  • Porte, X.; Andreoli, L.; Jacquot, M.; Larger, L.; Brunner, D.;  “Reservoir-size dependent learning in analogue neural networks”, Oral Presentation, ICANN 2019: Workshop and Special Sessions, Munich/Germany (2019).
  • Andreoli, L.; Porte, X.;  Heuser, T.; Große, J.; Jacquot, M.; Chretien, S.; Reitzenstein, S.; Larger, L.; Brunner, D.; "Greedy Boolean Learning in Photonic Recurrent Neural Networks," Invited Presentation, European Materials Research Society  September 28th 2019, Warsaw, Poland.
  • Porte, X.; Andreoli, L.; Chretien, S.; Jacquot, M.; Larger, L.; Brunner, D.; “Greedy Boolean Learning in Photonic Recurrent Neural Networks”, Invited Presentation, ML-Photonica 2019: Machine Learning with Photonics, Belgrade/Serbia (2019).
  • Porte, X.; Andreoli, L.; Heuser, T.; Große, J.; Jacquot, M.; Chretien, S.; Reitzenstein, S.; Larger, L.; Brunner, D.; “Greedy Boolean Learning in Photonic Recurrent Neural Networks”, Oral Presentation, Workshop on Dynamical Systems and Brain-
    Inspired Information Processing, Konstanz/Germany (2019).
  • Andreoli, L.; Porte, X.; Semenova, N.; Jacquot, M.; Larger, L.; Brunner, D.; "Noise and Consistency of Analogue Spatio-Temporal Photonic Neural Networks," Poster Presentation, Workshop on Dynamical Systems and Brain-
    Inspired Information Processing, Konstanz/Germany (2019).
  • Andreoli, L.; Porte, X.; Jacquot, M.; Larger, L.; Brunner, D.; "Scaling laws and topology-properties of Boolean greedy learning in photonic neural networks," Oral presentation, CLEO Europe - EQEC June 23rd 2019, Munich, Germany.

2018

  • Andreoli, L.; Samenova, N.; Samenov, V.; Maktoobi, S.; Jacquot, M.; Fischer, I.; Larger, L.; Brunner, D.; "Impact and mitigation of noise in analogue spatio - temporal neural network", Cognitive Computing - merging concepts with hardware, 19th of December 2018, Hannover, Germany.
  • Maktoobi, S.; Andreoli, L.; Froehly, L.; Jacquot, M.; Brunner, D.; "Scalable Optical Neural Network via Diffractive Coupling," Cognitive Computing - merging concepts with hardware, 19th of December 2018, Hannover, Germany.
  • Andreoli, L.; Samenova, N.; Samenov, V.; Maktoobi, S.; Jacquot, M.; Fischer, I.; Larger, L.; Brunner, D.; "Impact and mitigation of noise in analogue spatio - temporal neural network", NOLTA, 4th of September 2018, Terragona, Spain.
  • Maktoobi, S.; Froehly, L.; Jacquot, M.; Larger, L.; Brunner, D.; "Diffractive coupling for large scale photonic Reservoir
    Computers," OSA Advanced Photonics Congress, 2-5 July, 2018, Zürich, Switzerland.
  • Penkovsky, B.; Larger, L.; Maistrenko, Y.; Brunner, D.; “Nonlinear Delayed-feedback Systems: Complex Patterns And Neuromorphic Computing”, Paris Sud University, seminar, June 8, 2018, Paris, France.
  • Penkovsky, B.; Larger, L.; Brunner, D.; “Efficient Neuromorphic Hardware Design”, BioComp, poster, June 4-6, 2018, Bordeaux, France.
  • Penkovsky, B.; Larger, L.; Maistrenko, Y.; Brunner, D.; “Nonlinear Delayed-feedback Systems: Complex Patterns And Neuromorphic Computing”, ZEA-2, invited seminar, May 15, 2018, Juelich, Germany.
  • Maktoobi,S.; Froehly, L.; Jacquot, M.; Brunner, D.; "Diffractive Coupling for Optical Neural Network ", 6th International symposium in Optics and its Applications, Poster presentation, 17-20th February 2018, Trento, Italy. Best poster presentation award.

2017

  • Maktoobi, S.; Froehly, L.; Jacquot, M.; Brunner, D.; "Diffractive Coupling in Optical Network", Photonics Day, 1th December 2017 , Dijon, France.
  • Marquez, B. A.; Suarez-Vargas, J.; Larger, L.; Jacquot, M; Chembo, Y. K.; Brunner, D.; “"Embedding in Neural Networks: A-Priori Design of Hybrid Computers for Prediction”", 2017 IEEE International Conference on Rebooting Computing (ICRC), Oral presentation, 7-10 November 2017, Washington DC, USA.
  • Maktoobi, S.; Froehly, L.; Jacquot, M.; Brunner, D.; "Diffractive Coupling for Optical Neural Network", workshop FEMTO-ST, 23rd November 2017, Besancon, France.
  • Penkovsky, B.; Larger, L.; Brunner, D.; “Network dynamic emulated by large delay systems: From brain-inspired computing to chimera states”, PhysCon 2017, Invited presentation, July 18, 2017, Florence, Italy.
  • Maktoobi, S.; Andréoli, L.; Reitzenstein, S.; Froehly, L.; Jacquot, M.; Brunner, D.;  "Neuromorphic Computing using QD-Networks NeuroQNet", BioComp Summer School, Poster presentation, 25th June  –1st July 2017, Roscoff, France.
  • Penkovsky, B.; Brunner, D.; Larger, L.; Maistrenko, Y.; “Chimera States in Nonlinear Systems with Delayed Feedback” at “Complex patterns on networks”, Dynamics Days Europe, June 6, 2017, Szeged, Hungary.
  • Penkovsky, B.; “Ma thèse en 180 secondes” (“Three minute thesis”), the regional final of the University of Bourgogne Franche-Comté, April 4, 2017, Dijon, France.
  • Marquez, B. A.; Larger, L.; Jacquot, M; Chembo, Y. K.; Brunner, D.; “"Synchronization and memory in neural networks beyond their fixed point”", Rencontre du Non-Lineaire, 27-19 March 2017, Paris, France.

2016

  • Marquez, B. A.; Larger, L.; Brunner, D.; Chembo, Y. K.; Jacquot, M; “Interaction between Liénard and Ikeda dynamics in a nonlinear electro-optical oscillator with delayed feedback”, Dynamics of Delay Equations, Theory and Applications WIAS, 12-14 October 2016, Berlin, Germany.
  • Penkovsky B.; Larger, L.; Brunner, D.; “Towards a Brain-Inspired Computer With a Delay Dynamics”, GDR BioComp, October 11, 2016, INSA Lyon, France.
  • Marquez, B. A.; Larger, L.; Jacquot, M; Chembo, Y. K.; Brunner, D.; “"State-space prediction in Reservoir Computing”", GDR BioComp, October 11, 2016, INSA Lyon, France.
  • Penkovsky B.; Brunner, D.; Maistrenko Y.; Larger, L.; “Laser Delay Dynamics For Information Processing” TU Berlin, Invited presentation, July 13, 2016, Berlin, Germany.
  • Penkovsky B.; Brunner, D.; Larger, L.; “FPGA-Based Reservoir Computing”, FEMTO-ST, Oral presentation, July 1, 2016, Besançon, France.
  • Penkovsky B.; Brunner D.; Larger, L.; “Toward New General-Purpose Processor With Nonlinear Transient Computing”, Dynamics Days Europe, Oral presentation, June 9, 2016, Corfu, Greece.
  • Marquez, B. A.; Larger, L.; Brunner, D.; Chembo, Y. K.; Jacquot, M; "Bifurcation of spiral-shaped patterns in the phase space of a nonlinear delayed electro-optic system", Dynamics Days Europe, Oral presentation, June 9, 2016, Corfu, Greece.
  • Penkovsky B.; Larger, L.; “A New Architecture For a General-Purpose Microprocessor”, RNL, Poster presentation, March 15, 2016, Paris, France.