2024-2025 / Master

Msc. in Electrical Engineering, professional focus in Neuromorphic Engineering

120 crédits

Block view

  •  
  • Organization
  • Theory
  • Practical
  • Others
  • Credits

Block 1

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

[...] 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.-
SYST0017-1Neurodynamics (english language) Q12626-5
INFO0948-2Introduction to intelligent robotics (english language) - [80h Projet] Q2304[+]5
GNEU0001-1Principles of Neuroengineering (english language) - [26h Laboratory work, 15h Projet] Q126-[+]5
GNEU0002-1Brain Inspired Computing (english language) - [20h Projet] Q22520[+]5
GNEU0003-1Neuromorphic Signal Processing (english language) - [20h Projet] Q22520[+]5

Compulsory courses from the core curriculum

CodeDetailsOrganizationTheoryPracticalOthersCredits
ELEN0448-1Applied Electricity and Electronics (english language) Q12626-5
INFO0064-2Embedded systems (english language)
Corequisite
APRI0007-1
Major project in electrical engineering
Q12520-3
ELEC0055-2Element of power Electronics, Part A (english language)
Corequisite
ELEC0431-2
Electromagnetic energy conversion
Q1306-3
APRI0007-1Major 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
TA20-[+]9

Optional courses from the core curriculum

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

CodeDetailsOrganizationTheoryPracticalOthersCredits

Transversal courses

ELEN0060-2Information and coding theory (english language) - [30h Projet] Q23015[+]5
INFO8003-1Reinforcement learning (english language) - [45h Projet] Q22510[+]5
ELEN0062-1Introduction to machine learning (english language) - [40h Projet] Q1305[+]5
INFO0062-1Object-oriented programming (english language) - [20h Projet] Q22520[+]5
INFO0939-1High performance scientific computing (english language) - [20h Projet] Q13015[+]5
MATH0461-2Introduction to numerical optimization (english language) - [25h Projet] Q13020[+]5
MATH0462-1Discrete optimization (english language) - [25h Projet] Q23020[+]5

Block 2

Focus courses

ELEN0016-2Computer vision (english language) - [50h Projet] Q13010[+]5

Compulsory courses from the core curriculum

CodeDetailsOrganizationTheoryPracticalOthersCredits
GEST3162-1Principles of management (english language) - [25h Projet] Q130-[+]5
ATFE0014-1Master Thesis (english language) - [750h Projet]
Collégialité, Marc Van Droogenbroeck
TA--[+]25

Optional courses from the core curriculum

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).

CodeDetailsOrganizationTheoryPracticalOthersCredits
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] Q23015[+]5
ELEC0052-2Electric measurements: foundations and applications - [24h Laboratory work] Q1306[+]5
ELEC0053-2Electric circuits Q22626-5
Remark : the course units ASTG0019-1 et ASTG0026-1 are mutually exclusive.
ASTG0019-1Internship (distinct from master's thesis) (english language) - [40d Field work] TA--[+]10
ASTG0026-1Internship (linked to master's thesis) (english language) - [80d Field work]
Collégialité, Marc Van Droogenbroeck
TA--[+]2

Smart grids

ELEC0449-1Practices 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
TA--[+]5
CHIM0664-1Electrochemical energy conversion and storage (english language) Q1   3
part 1  15-- 
part 2 - [15h Laboratory work]  --[+] 

Electronic systems and devices

GBIO0029-1Bioelectronics (english language) - [20h Laboratory work, 20h Projet] Q13015[+]5
ELEN0069-1Nanoelectronics / Optoelectronics (english language) - [40h Projet]
Corequisite
ELEN0004-1
Semiconductor devices
Q230-[+]5
ELEN0445-1
Microgrids (english language) - [24h Projet, 1d Field work] Q11818[+]5
ELEN0047-1Superconductivity (english language) - [15h Laboratory work] Q130-[+]5

Neuromorphic engineering

GBIO0008-2Medical imaging (english language) - [8h Laboratory work, 1d Field work] Q23312[+]5
INFO8004-1Advanced Machine learning (english language) - [20h Projet]
Corequisite
INFO8010-1
Deep learning
ELEN0062-1
Introduction to machine learning
Q225-[+]5
INFO8006-1Introduction to artificial intelligence (english language) - [45h Projet] Q12520[+]5
INFO8010-1Deep learning (english language) - [60h Projet] Q230-[+]5
GNEU0004-1Computational cognitive modelling (english language) Q12626-5
[...] 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
-

Bloc d'aménagement du programme de l'année

Additional ECTS Master in electrical engineering

CodeDetailsOrganizationTheoryPracticalOthersCredits
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

[...] Choose 1 to 30 credits from :-
ELEC0431-2
Electromagnetic energy conversion (english language) - [15h Laboratory work] Q23015[+]5
ELEC0052-2Electric measurements: foundations and applications - [24h Laboratory work] Q1306[+]5
ELEC0053-2Electric circuits Q22626-5
ELEN0040-1Digital electronics (english language) Q22626-5
ELEN0076-1Electromagnetism Q12626-5
ELEN0008-1Principles of analog and digital telecommunications systems Q22626-5
ELEN0075-3Analog Electronics - [16h Laboratory work] Q22923[+]5
[...] Choose a maximum of 25 off-list credits-

Additional ECTS Master in electrical engineering

CodeDetailsOrganizationTheoryPracticalOthersCredits
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

[...] Choose 31 to 60 credits from :-
ELEC0431-2
Electromagnetic energy conversion (english language) - [15h Laboratory work] Q23015[+]5
ELEC0052-2Electric measurements: foundations and applications - [24h Laboratory work] Q1306[+]5
ELEC0053-2Electric circuits Q22626-5
ELEN0040-1Digital electronics (english language) Q22626-5
ELEN0076-1Electromagnetism Q12626-5
ELEN0008-1Principles of analog and digital telecommunications systems Q22626-5
ELEN0075-3Analog Electronics - [16h Laboratory work] Q22923[+]5
[...] Choose a maximum of 25 off-list credits-

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

CodeDetailsOrganizationTheoryPracticalOthersCredits
ELEC0431-2
Electromagnetic energy conversion (english language) - [15h Laboratory work] Q23015[+]5
ELEC0052-2Electric measurements: foundations and applications - [24h Laboratory work] Q1306[+]5
ELEC0053-2Electric circuits Q22626-5
ELEN0040-1Digital electronics (english language) Q22626-5
ELEN0076-1Electromagnetism Q12626-5
ELEN0008-1Principles of analog and digital telecommunications systems Q22626-5
ELEN0075-3Analog Electronics - [16h Laboratory work] Q22923[+]5