As in the Master’s degree programme for electrical engineering, electro-mechanical engineering, and applied mathematics, 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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The student shall select: |
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| De 15 à 30 credits parmi | ||||||||
| Annual block | ||||||||
| 1 | 2 | |||||||
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. |
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LINMA1510
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Linear Control | Denis Dochain; | 30h+30h | 5 credits | 2q | x | x | |
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Required courses (ELEC/ELEM)/recommended courses (MAP) in signal processing
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LINGI2348
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Information theory and coding | Jerome Louveaux; Jerome Louveaux (compensates Olivier Pereira); Benoit Macq (coord ); Olivier Pereira; | 30h+15h | 5 credits | 2q | x | x | |
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LELEC2870
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Machine Learning : regression, dimensionality reduction and data visualization | John Lee (compensates Michel Verleysen); Michel Verleysen; | 30h+30h | 5 credits | 1q | x | x | |
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LELEC2885
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Image processing and computer vision | Christophe Devleeschouwer; Laurent Jacques; | 30h+30h | 5 credits | 1q | x | x | |
Elective courses for signal processing
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LELEC2880
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Modem design | Jerome Louveaux; Luc Vandendorpe; | 30h+30h | 5 credits | 2q | x | x | |
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LINGI2262
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Machine Learning :classification and evaluation | Pierre Dupont; | 30h+30h | 5 credits | 2q | x | x | |
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LINMA2111
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Discrete mathematics II : Algorithms and complexity | Vincent Blondel; Jean-Charles Delvenne (coord ); | 30h+22.5h | 5 credits | 1q | x | x | |
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LMAT2450
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Cryptography | Francois Koeune (compensates Olivier Pereira); Olivier Pereira; Thomas Peters (compensates Olivier Pereira); Francois-Xavier Standaert (compensates Olivier Pereira); | 30h+15h | 5 credits | 1q | x | x | |
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LINMA2875
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System Identification | Julien Hendrickx; | 30h+30h | 5 credits | 2q | x | x | |
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Elective courses exclusively for students enrolled in the ELEC/ELME Master¿s degree programme
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LINMA1691
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Discrete mathematics - Graph theory and algorithms | Vincent Blondel; Jean-Charles Delvenne; | 30h+22.5h | 5 credits | 1q | x | x | |
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LINMA1702
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Applied mathematics : Optimization I | Francois Glineur; | 30h+22.5h | 5 credits | 2q | x | x | |
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LINMA2380
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Matrix computations | Paul Vandooren; | 30h+22.5h | 5 credits | 1q | x | x | |
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Elective courses exclusively for students enrolled in the MAP Master¿s degree programme
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LELEC1360
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TELECOMMUNICATIONS | Luc Vandendorpe; | 30h+30h | 5 credits | 2q | x | x | |
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LELEC2900
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Signal processing | Benoit Macq; Luc Vandendorpe; | 30h+30h | 5 credits | 2q | x | x | |
