Curriculum Vitæ (french)

Research

Publications

Teaching (french)

• Modèles de Programmation (1ère année)

• Programmation C++, support de cours réalisé avec Frédéric Pennerath

• Apprentissage Numérique

  Le document de cours (en anglais) se trouve ici

  • Machines à vecteurs supports (SVM). Vous trouverez ici des démos.

  • Quantification vectorielle et auto-organisation : Voir aussi la synthèse de Bernd Fritzke, ainsi que le livre en ligne de Ritter, Martinetz et Schulten. sur les cartes auto-organisatrices.
    Les démo de GNG-T sont ici.

  • Les TP sont ici.

• Cours électif ROS

• TP calcul cellulaire

• TP algorithmes génétiques

• Formation à BibTex

• Software

  Here are listed main pieces of software I maintain. For a more exhaustive list, browse the MaLIS software section where many items correspond to my contributions. You will also find last pieces of code at my github page.

  • booz and bijama : This is the software related to my core research topic. It consists of implementing cortical-like neural systems on a cluster. This is an element of the InterCell project.

  • ESCAPaDE : This is a software suite develpped with Pr Nicolas Fressengeas for solving PDEs on a cluster. This is an element of the InterCell project.

  • vq2 : A library for incremental unsupervised neural networks that works real-time, and deals with non-stationary distributions (GNG-T), as well as other vector quantization algorithms.

  • mirage : Mirage is a c++ template-based library that uses generic programming to offer fast image processing algorithms for images with any kind of content. 3D or more images are supported.

  • rl library : A c++ template-based library for reinforcement learning (RL). Generic programming allows the library to fit the mathematics of RL. In collaboration with Matthieu Geist.

  • gaml : A c++ template-based machine learning library. Generic programming allows the library to fit the mathematics. In collaboration with Frédéric Pennerath.