2024-2025 / Master

Msc. in Electrical Engineering, professional focus in Neuromorphic Engineering

120 crédits

Cycle view

  • Bloc
  • Organization
  • Theory
  • Practical
  • Others
  • Credits
Depending on your track record or your professional/research focus, some prerequisites/corequisites of your first year program might appear in bloc 2. You are therefore invited to go through the list of courses suggested in bloc 2 even if you enroll for the first time in this master program.

To complete their curriculum, students must earn or validate all the 50 credits of the compulsory courses (including the master thesis), 30 credits from of the professional focus, 15 credits from the list of transversal methodology courses, and 25 credits of other optional courses.
Ideally, students enrolling in the master program should have acquired the skills and knowledge corresponding to the 40 credits in "Electrical engineering" offered as part of the bachelor program in engineering.

Focus courses

B1
25Cr
B2
5Cr
[...] Remark: students who would have taken some of these courses previously in their program must remplace them by other courses from the faculty of engineering; this choice must be approved by the President of the cycle's Jury.-
SYST0017-1
Neurodynamics (english language) B1Q12626-5
INFO0948-2
Introduction to intelligent robotics (english language) - [80h Projet] B1Q2304[+]5
ELEN0016-2
Computer vision (english language) - [50h Projet] B2Q13010[+]5
GNEU0001-1
Principles of Neuroengineering (english language) - [26h Laboratory work, 15h Projet] B1Q126-[+]5
GNEU0002-1
Brain Inspired Computing (english language) - [20h Projet] B1Q22520[+]5
GNEU0003-1
Neuromorphic Signal Processing (english language) - [20h Projet] B1Q22520[+]5

Compulsory courses from the core curriculum

B1
20Cr
B2
30Cr
CodeDetailsBlocOrganizationTheoryPracticalOthersCredits
ELEN0448-1
Applied Electricity and Electronics (english language) B1Q12626-5
INFO0064-2
Embedded systems (english language)
Corequisite
APRI0007-1
Major project in electrical engineering
B1Q12520-3
ELEC0055-2
Element of power Electronics, Part A (english language)
Corequisite
ELEC0431-2
Electromagnetic energy conversion
B1Q1306-3
APRI0007-1
Major project in electrical engineering (english language) - [300h Projet]
Corequisite
ELEC0431-2
Electromagnetic energy conversion
ELEC0052-2
Mesures électriques : fondements et applications
ELEC0053-2
Circuits électriques
ELEC0055-2
Element of power Electronics
INFO0064-2
Embedded systems
B1TA20-[+]9
GEST3162-1
Principles of management (english language) - [25h Projet] B2Q130-[+]5
ATFE0014-1
Master Thesis (english language) - [750h Projet]
Collégialité, Marc Van Droogenbroeck
B2TA--[+]25

Optional courses from the core curriculum

B1
15Cr
B2
25Cr

Choose three among the following transversal courses that can be spread over the 2 blocks

B1
15Cr
CodeDetailsBlocOrganizationTheoryPracticalOthersCredits

Transversal courses

ELEN0060-2
Information and coding theory (english language) - [30h Projet] B1Q23015[+]5
INFO8003-1
Reinforcement learning (english language) - [45h Projet] B1Q22510[+]5
ELEN0062-1
Introduction to machine learning (english language) - [40h Projet] B1Q1305[+]5
INFO0062-1
Object-oriented programming (english language) - [20h Projet] B1Q22520[+]5
INFO0939-1
High performance scientific computing (english language) - [20h Projet] B1Q13015[+]5
MATH0461-2
Introduction to numerical optimization (english language) - [25h Projet] B1Q13020[+]5
MATH0462-1
Discrete optimization (english language) - [25h Projet] B1Q23020[+]5

Complete your programme with 25 credits chosen among any of the courses listed above (that are not already part of your programme) or in the list below (this choice must be approved by the President of the cycle's Jury).

B2
25Cr
CodeDetailsBlocOrganizationTheoryPracticalOthersCredits
Remark : the courses ELEC0431-2, ELEC0052-2 et ELEC0053-2 (see the list "Fundamentals of Electrical Engineering" are corequisite to some compulsory courses of the master program. They must be taken prioritarily, unless they were already taken as part of the bachelor in engineering, or unless the corresponding knowledge and skills have been acquired previously.

Fundamentals of Electrical Engineering

ELEC0431-2
Electromagnetic energy conversion (english language) - [15h Laboratory work] B2Q23015[+]5
ELEC0052-2
Electric measurements: foundations and applications - [24h Laboratory work] B2Q1306[+]5
ELEC0053-2
Electric circuits B2Q22626-5
Remark : the course units ASTG0019-1 et ASTG0026-1 are mutually exclusive.
ASTG0019-1
Internship (distinct from master's thesis) (english language) - [40d Field work] B2TA--[+]10
ASTG0026-1
Internship (linked to master's thesis) (english language) - [80d Field work]
Collégialité, Marc Van Droogenbroeck
B2TA--[+]2

Smart grids

ELEC0449-1
Practices and evolution of the electric power and energy industry (english language) - [12h Projet, 6d Field work]
Prerequisite
ELEC0447-1
Analysis of electric power and energy systems
ELEC0018-1
Energy markets and regulation
B2TA--[+]5
CHIM0664-1
Electrochemical energy conversion and storage (english language) B2Q1   3
part 1   15-- 
part 2 - [15h Laboratory work]   --[+] 

Electronic systems and devices

GBIO0029-1
Bioelectronics (english language) - [20h Laboratory work, 20h Projet] B2Q13015[+]5
ELEN0069-1
Nanoelectronics / Optoelectronics (english language) - [40h Projet]
Corequisite
ELEN0004-1
Semiconductor devices
B2Q230-[+]5
ELEN0445-1
Microgrids (english language) - [24h Projet, 1d Field work] B2Q11818[+]5
ELEN0047-1
Superconductivity (english language) - [15h Laboratory work] B2Q130-[+]5

Neuromorphic engineering

GBIO0008-2
Medical imaging (english language) - [8h Laboratory work, 1d Field work] B2Q23312[+]5
INFO8004-1
Advanced Machine learning (english language) - [20h Projet]
Corequisite
INFO8010-1
Deep learning
ELEN0062-1
Introduction to machine learning
B2Q225-[+]5
INFO8006-1
Introduction to artificial intelligence (english language) - [45h Projet] B2Q12520[+]5
INFO8010-1
Deep learning (english language) - [60h Projet] B2Q230-[+]5
GNEU0004-1
Computational cognitive modelling (english language) B2Q12626-5
[...] Possibility to choose 10 credits of courses in the ULIège programmes or from the UNIC course catalog : this choice must have the approval of the cycle's jury
President
-

Bridging courses Master in electrical engineering

CodeDetailsBlocOrganizationTheoryPracticalOthersCredits
Notice : The individual program of each transfer student will be established by the jury on the basis of his/her background.
If some of the prerequisite are not met, this program will contain up to 60 additional credits mainly taken from the list below. Students who do not speak French will never be committed to take subjects/courses that are only taught in French.

Optional courses

B0
30Cr
[...] Choose 1 to 30 credits from :-
ELEC0431-2
Electromagnetic energy conversion (english language) - [15h Laboratory work] B0Q23015[+]5
ELEC0052-2
Electric measurements: foundations and applications - [24h Laboratory work] B0Q1306[+]5
ELEC0053-2
Electric circuits B0Q22626-5
ELEN0040-1
Digital electronics (english language) B0Q22626-5
ELEN0076-1
Electromagnetism B0Q12626-5
ELEN0008-1
Principles of analog and digital telecommunications systems B0Q22626-5
ELEN0075-3
Analog Electronics - [16h Laboratory work] B0Q22923[+]5
[...] Choose a maximum of 25 off-list credits-

Bridging courses Master in electrical engineering

CodeDetailsBlocOrganizationTheoryPracticalOthersCredits
Notice : The individual program of each transfer student will be established by the jury on the basis of his/her background.
If some of the prerequisite are not met, this program will contain up to 60 additional credits mainly taken from the list below. Students who do not speak French will never be committed to take subjects/courses that are only taught in French.

Optional courses

B0
60Cr
[...] Choose 31 to 60 credits from :-
ELEC0431-2
Electromagnetic energy conversion (english language) - [15h Laboratory work] B0Q23015[+]5
ELEC0052-2
Electric measurements: foundations and applications - [24h Laboratory work] B0Q1306[+]5
ELEC0053-2
Electric circuits B0Q22626-5
ELEN0040-1
Digital electronics (english language) B0Q22626-5
ELEN0076-1
Electromagnetism B0Q12626-5
ELEN0008-1
Principles of analog and digital telecommunications systems B0Q22626-5
ELEN0075-3
Analog Electronics - [16h Laboratory work] B0Q22923[+]5
[...] Choose a maximum of 25 off-list credits-

Bridging courses M. electro-mech. engineer. (gen.)

CodeDetailsBlocOrganizationTheoryPracticalOthersCredits
ELEC0431-2
Electromagnetic energy conversion (english language) - [15h Laboratory work] B0Q23015[+]5
ELEC0052-2
Electric measurements: foundations and applications - [24h Laboratory work] B0Q1306[+]5
ELEC0053-2
Electric circuits B0Q22626-5
ELEN0040-1
Digital electronics (english language) B0Q22626-5
ELEN0076-1
Electromagnetism B0Q12626-5
ELEN0008-1
Principles of analog and digital telecommunications systems B0Q22626-5
ELEN0075-3
Analog Electronics - [16h Laboratory work] B0Q22923[+]5