License : Creative Commons Attribution 4.0 International (CC BY-NC-SA 4.0)
Copyright : Hervé Frezza-Buet, CentraleSupelec
Last modified : January 3, 2025 13:50
Link to the source : index.md

Contributions

Illustrations related to research activities

• Work on “cortically-inspired” computing (CxSOM)
• Works on vector quantization.

Software contributions

The software I maintain are available on my github page. The following is a selection of them.

My main research activity about cortically-inspired computational schemes:

• cxsom: Implementation of multi-SOM architectures. See here.

Contributions for machine learning:

• gaml: A C++ general purpose machine learning library. See the documentation pages for gaml, gaml-libsvm and gaml-xtree.
• RL lib: A C++ reinforcement learning library. See the documentation pages.
• vq3: A C++ vector quantization library. See the documentation for the core vq3 library, the examples are in the vq3demo documentation. My work on Vector Quantization is detailed here.

Contributions for latex document production:

• notabene: Python tools for smart handling of notations in Latex.
• accessibility-latex: Latex macros enabling to generate documents adapted to visially-impaired people.

Contribution to pedagogical viewings in Physics:

• bubul: Pedagogical viewing of thermodynamics.
• relativipy: Pedagogical viewing of relativity.

Contribution to 2D viewing with openCV.

• demo2d: Smart 2D drawing tools in C++, based on openCV.

Publications