Sébastien Bourguignon
Assistant professor
École Centrale de Nantes (ECN) /
Laboratoire des Sciences du Numérique de Nantes (LS2N)
Research Team SIMS (Signal, Image and Sound)
Office S-207
Phone (33) 2 40 37 69 15
Sebastien dot Bourguignon at ec-nantes.fr
Current teaching activity
My teaching activity mostly concerns the engineering program of École Centrale Nantes and the
CORO Master (Control and Robotics). I am also in charge of the Research and Development professional option of the engineering program. More recently, I have also been involved in a new "Foundation Master" program dedicated to final-year bachelor foreign students, that serves as a bridge toward further Master studies.
Year 1 (senior undergraduate), engineering program, École Centrale de Nantes:
Years 2 and 3 (graduate), engineering program, École Centrale de Nantes, specialization in data, signal and image processing (DATASIM) and CORO Master:
- Analysis and representation of signals (intranet)
- spectral analysis
- time-frequency representations
- time-scale representations, multiscale analysis
- sparse representations
- Inverse problems (with J. Idier) (intranet)
- background, ill-posed problems and regularization
- deconvolution: classical methods
- deconvolution of sparse sequences
- image reconstruction, tomography
- Markov Chain Monte Carlo methods (intranet)
Foundation Master program
- Mathematics, Semester 1 (intranet)
- Linear algebra
- Laplace and Fourier transforms
- Mathematics, Semester 2 (intranet)
- Ordinary differential equations
- Probability and Statistics
- Computer Programming and Data Analysis, Semester 1 (intranet)
- Introduction to Matlab
- Programming basics
- Graphics
- Computer Programming and Data Analysis, Semester 2 (intranet)
- Fourier analysis
- Numerical optimization
- Statistical analysis