Séminaire sur les réseaux neuronaux

Séminaire de type atelier sur le thème des réseaux neuronaux, leurs réalisations physiques (photoniques) et leurs applications en physique/ingénierie.

9h00 – 9h45: Daniel Brunner, FEMTO-ST / CNRS, France.
“Neuromorphic computing in (photonic) hardware”.

 9h45 – 10h30: Kelvin Wagner, University of Colorado, Boulder, USA
“Bipolar and Complex Optical ReLU for All-Optical Holographic Back-Propagation Learning”.

10h45 – 11h00: Coffee break

11h00 – 11h45: Satoshi Sonada, Kanazawa University, Ishikawa, Japan.
“Wave dynamics-based computing and sensing”.

11h45 - 13h30: Lunch break (not included)

13h30 – 14h15: John Dudley, FEMTO-ST / Université Franche-Comte, France.
“Machine learning in nonlinear fiber optics”.

14h15 – 14h30: Jesus Brito, FEMTO-ST / Université Franche-Comte, France.
“Digital Holographic Microscopy applied to 3D Computer Microvision by using Deep Neural Networks”

14h30 – 15h00: Jessé Paixo, FEMTO-ST / Université Franche-Comte, France.
“Self-adaptive structures driven by machine learning for high performance vibration attenuation”

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