Ph.D. of Mathematics, Membre de la commission des titres d’ingénieur at Institut Supérieur de l’Aéronautique et de l’Espace (ISAE).

Collaborative publications

I had the chance to have had Manuel Samuelides as a professor of applied mathematics at SUPAERO. He introduced me to the basics of image processing up to advanced topics in the study of Neural Networks. Thanks to his mentorship, I could meet Simon Thorpe and the world of Spiking Neural Networks, and obtain a fellowship to start my PhD. During this period, we published a series of papers, among which:

• Laurent U Perrinet, Manuel Samuelides (2002). Coherence detection in a spiking neuron via Hebbian learning. Neurocomputing.

  PDF Cite DOI

• Laurent U Perrinet, Manuel Samuelides, Simon Thorpe (2004). Sparse spike coding in an asynchronous feed-forward multi-layer neural network using matching pursuit. Neurocomputing.

  Preprint PDF Cite DOI

• Laurent U Perrinet, Manuel Samuelides, Simon Thorpe (2004). Coding static natural images using spiking event times: do neurons cooperate?. IEEE Transactions on Neural Networks.

  Preprint PDF Cite DOI

• Bruno Cessac, Emmanuel Daucé, Laurent U Perrinet, Manuel Samuelides (2007). Topics in Dynamical Neural Networks: From Large Scale Neural Networks to Motor Control and Vision. Topics in Dynamical Neural Networks: From Large Scale Neural Networks to Motor Control and Vision.

  Cite