Electrical Engineering 2025-26

Core courses

Courses
Language
Exam
Credits / Coefficient
Advanced lll-Nitride Semiconductor Devices (Next time: Spring 2027)
EE-627 / Section EDEE
Grandjean, Matioli
EN
Oral presentation
3
Advanced microwaves for wireless communications (Next time: TBA)
EE-712 / Section EDEE
Skrivervik
EN
Multiple
4
Advanced topics in electromagnetic compatibility (Next time: Fall 2026)
EE-708 / Section EDEE
Rachidi-Haeri
EN
Oral presentation
2
Advanced topics in network neuroscience (Next time: TBA)
EE-619 / Section EDEE
Amico
EN
Written
2
Deep Learning For Natural Language Processing (Next time: Fall 2025)
EE-608 / Section EDEE
Henderson
EN
Multiple
4
Design and Optimization of Internet-of-Things Systems (Next time: Fall 2026)
EE-733 / Section EDEE
Atienza Alonso, Burg
EN
Oral presentation
4
Digital Speech and Audio Coding (Next time: Fall 2026)
EE-719 / Section EDEE
Magimai Doss, Motlicek
EN
Multiple
4
EECS Seminar: Advanced Topics in Machine Learning (Next time: Spring 2026)
ENG-704 / Section EDEE
Bosselut, Cevher, Faltings, Flammarion, Frossard, West
EN
Autre (reprise)
2
Fundamentals in statistical pattern recognition (Next time: TBA)
EE-612 / Section EDEE
Anjos, Canévet, Marcel
EN
Multiple
4
Graph representations for biology and medicine (Next time: Fall 2025)
EE-626 / Section EDEE
Thanou
EN
Oral
2
Human language technology: applications to information access (Next Time: Fall 2026)
EE-724 / Section EDEE
Popescu-Belis
EN
Multiple
4
Linear system theory (Next time: Fall 2026)
EE-611 / Section EDEE
Müllhaupt
EN
Multiple
4
Machine Learning for Engineers (Next time: Spring 2026)
EE-613 / Section EDEE
Calinon, Canévet, Odobez, Villamizar
EN
Multiple
4
Online learning in games (Next time: Spring 2026)
EE-735 / Section EDEE
Cevher
EN
Oral presentation
4
Optimal Control for Dynamic Systems (Next time: Spring 2026)
EE-736 / Section EDEE
Faulwasser, Jiang
EN
Oral presentation
3
Perception and learning from multimodal sensors (Next time: Fall 2026)
EE-623 / Section EDEE
Odobez
EN
Written & Oral
4
Research seminars in Electrical Engineering - FALL (Next time: Fall 2025)
EE-625(a) / Section EDEE
Yee
EN
Oral presentation
1
Research seminars in Electrical Engineering - SPRING (Next time: Spring 2026; SAME COURSE EE-625 (a))
EE-625(b) / Section EDEE
Yee
EN
Oral presentation
1
Training Large Language Models (Next time: Spring 2027. Places allocated on selection, see https://edu.epfl.ch/coursebook/fr/training-large-language-models-EE-628 in note section for details)
EE-628 / Section EDEE
Cevher, Gulcehre
EN
Oral presentation
4
Usability engineering (Next time: Spring 2026)
EE-600 / Section EDEE
Carrara, Lang, Stradolini
EN
Project report
3

Other doctoral courses (EDOC)

Courses
Language
Exam
Credits / Coefficient
Advanced biomedical imaging methods and instrumentation (Next time: Fall )
PHYS-719 / Section EDPY
Invited lecturers, Just, Mishkovsky
EN
Term paper
4
Advanced micro-/nano- manufacturing
MICRO-632 / Section EDAM
Bellouard, Martin, Moser, Shea
EN
Written
2
Dynamic programming and optimal control (Next time : Fall 2025)
ENG-651 / Section EDRS
Summers
EN
Project report
2
Electrochemical nano-bio-sensing and bio/CMOS interfaces (Next time: Spring 2026)
MICRO-614 / Section EDMI
Carrara
EN
Project report
1
Energy Autonomous Wireless Smart Systems (Next time: Spring 2026)
MICRO-617 / Section EDMI
Burg, Dehollain, Maloberti, Skrivervik
EN
Multiple
3
Lecture series on scientific machine learning (Next time: Fall 2026)
PHYS-754 / Section EDPY
Bitbol, Carleo, Ceriotti, Harvey, Mathis, Schwaller, Zdeborová
EN
Oral presentation
2
Nanoscale MOSFETs and beyond CMOS devices (Next time Spring 2026)
MICRO-611 / Section EDMI
Ionescu, Zota
EN
Oral
1
Scientific programming for Engineers (Next time: Fall 2025)
MATH-611 / Section EDCE
Anciaux
EN
Project report
4
Statistical physics for optimization & learning (Next time: Spring 2027)
PHYS-642 / Section EDPY
Barbier, Krzakala, Stephan
EN
During the semester
4

External courses

Courses
Language
Exam
Credits / Coefficient
ELLIS Summer School on AI for Health (7-11 July, 2025, Application & Fees: https://www.epfl.ch/research/domains/epfl-ellis/ellis-phd-postdoc-program/ellis-unit-lausanne-summer-school-2025/application/)
EE-740 / Section EDEE
Thanou
EN
Oral
1
Fundamentals of Image Analysis (23-27 June 2025 in Caux - Information: https://imaging.epfl.ch/summer-school - Registrations: https://forms.gle/ztdspZpBWn2ZsuzB6 - Application deadline: 16 March 2025)
EE-805 / Section EDEE
Andò, Sage, Unser
EN
Written
2

Master courses

Courses
Language
Exam
Credits / Coefficient
Adaptation and learning
EE-566 / Section EL
Sayed
EN
Summer session
During the semester
4
Advanced probability and applications
COM-417 / Section SC
Shkel
EN
Winter session
Written
8
Applied data analysis
CS-401 / Section SC
Brbic
EN
Winter session
Written
8
Applied Electromagnetics for Metamaterial Design (.)
MICRO-449 / Section MT
Achouri
FR
Winter session
Oral
3
Bioimage informatics
BIO-410 / Section SV
Sage, Seitz
EN
Summer session
Written
4
Computational neurosciences: neuronal dynamics
NX-465 / Section NX
Gerstner
EN
Summer session
Written
5
Computational Social Media
DH-500 / Section DH
Gatica-Perez
EN
Summer session
During the semester
4
Data visualization
COM-480 / Section SC
Vuillon
EN
Summer session
During the semester
6
Deep learning
EE-559 / Section EL
Cavallaro
EN
Summer session
During the semester
4
Deep reinforcement learning (Pas donné en 2025-26)
CS-456 / Section IN
EN
Summer session
Written
6
Fundamentals of biomedical imaging
PHYS-438 / Section PH
Xin
EN
Summer session
Written
4
Machine learning
CS-433 / Section IN
West
EN
Winter session
Written
8
Markov chains and algorithmic applications (Cours biennal)
COM-516 / Section SC
Lévêque, Macris
EN
Winter session
Written
6
Mathematics of data: from theory to computation
EE-556 / Section EL
Cevher
EN
Winter session
Written
6
Networks out of control (Cours biennal)
COM-512 / Section SC
Grossglauser, Thiran
EN
Summer session
Written
6
Optimization for machine learning
CS-439 / Section IN
Flammarion, Jaggi
EN
Summer session
Written
8
Statistical machine learning
MATH-412 / Section MA
Obozinski, Zemel
EN
Winter session
Written
5
Understanding statistics and experimental design
BIO-449 / Section SV
Herzog
EN
Winter session
Written
4
Wireless receivers: algorithms and architectures
EE-442 / Section EL
Burg
EN
Winter session
During the semester
4