Major in information and signal processing

The objective of this major is to provide students with new tools used to understand graphs, discrete mathematics, matrices, and optimisation. For example, students may use these tools when solving communication problems, analysing and recognising data and signals, cryptography and system identification.


 
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Mandatory Optional
Course not taught in 2020-2021 Periodic course not taught in 2020-2021
Periodic course taught in 2020-2021 Activity with prerequisites
Click on the course title to see detailed informations (objectives, teaching methods, evaluation...)
The student shall select:
From 15 to 30 credits
Annual unit
  1 2

Mandatory Content:
Mandatory Prerequisite courses in information and signal processing
Students who have not previously taken LINMA1510 or its equivalent, must take it as part of their major coursework. In this case, the minimum number of required credits for this major increases to 20.
Mandatory LINMA1510 Linear Control   Denis Dochain
30h+30h  5 credits q2 x x
Mandatory Compulsory courses in information and signal processing
Mandatory LELEC2870 Machine learning : regression, deep networks and dimensionality reduction   John Lee
, Michel Verleysen
30h+30h  5 credits q1 x x
Mandatory LELEC2885 Image processing and computer vision   Christophe De Vleeschouwer (coord.)
, Laurent Jacques
30h+30h  5 credits q1 x x
Mandatory LINGI2348 Information theory and coding   Jérôme Louveaux
, Benoît Macq
, Olivier Pereira
30h+15h  5 credits q2 x x
Optional Elective courses in information and signal processing
Optional LELEC2880 Modem design   Jérôme Louveaux (coord.)
, Luc Vandendorpe
30h+30h  5 credits q2 x x
Optional LGBIO2050 Medical Imaging   Greet Kerckhofs
, John Lee
, Benoît Macq
, Frank Peeters
30h+30h  5 credits q1 x x
Optional LINGI2262 Machine Learning :classification and evaluation   Pierre Dupont
30h+30h  5 credits q2 x x
Optional LINMA1691 Discrete mathematics - Graph theory and algorithms   Vincent Blondel
, Jean-Charles Delvenne
30h+22.5h  5 credits q1 x x
Optional LINMA1702 Optimization models and methods I   François Glineur
30h+22.5h  5 credits q2 x x
Optional LINMA2111 Discrete mathematics II : Algorithms and complexity   Jean-Charles Delvenne
, Jean-Charles Delvenne (compensates Vincent Blondel)
30h+22.5h  5 credits q1 x x
Optional LINMA2380 Matrix computations   Raphaël Jungers
30h+22.5h  5 credits q1 x x
Optional LINMA2875 System Identification   Julien Hendrickx
30h+30h  5 credits q2 x x
Optional LMAT2450 Cryptography   Olivier Pereira
30h+15h  5 credits q1 x x