### Oral and poster presentations by PhD students:

Presenter in bold font

**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).**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”, I**nvited 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.**;**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.