EDEE Course book

Advanced lll-Nitride Semiconductor Devices (Students are required to have taken semiconductor classes (EE-557, PHYS-433 or an equivalent) / Next time: Spring 2025)

Advanced microwaves for wireless communications (Next time: Spring 2026)

Advanced topics in electromagnetic compatibility (Next time: Fall 2024)

Advanced topics in network neuroscience (Next time: TBA)

Deep Learning For Natural Language Processing (Next time: Fall 2025)

Design and Optimization of Internet-of-Things Systems (Next time: Fall 2024)

Digital Speech and Audio Coding (Next time: Fall 2024)

EECS Seminar: Advanced Topics in Machine Learning (Next time: Spring 2026 )

Fundamentals in statistical pattern recognition (Next time: TBA)

Graph representations for biology and medicine (Next time: Fall 2024)

Human language technology: applications to information access (Next Time: Fall 2024)

Linear system theory (Next time: Fall 2024)

Machine Learning for Engineers (Next time: Fall 2025)

Online learning in games (Next time: Spring 2026)

Optimal Control for Dynamic Systems (Next time: Spring 2026)

Perception and learning from multimodal sensors (Next time: Fall 2025 )

Research seminars in Electrical Engineering - FALL (Next time: Fall 2024; SAME COURSE AS EE-625 (b))

Research seminars in Electrical Engineering - SPRING (Next time: Spring 2025; SAME COURSE EE-625 (a) )

Usability engineering (Next time: Spring 2025)

Advanced biomedical imaging methods and instrumentation (Next time: Fall )

Advanced electromagnetics (Next time fall 2024 to be confirmed )

Electrochemical nano-bio-sensing and bio/CMOS interfaces (Next time: Spring 2025)

Energy Autonomous Wireless Smart Systems (Next time: Spring 2026)

Lecture series on scientific machine learning (Next time: Fall 2024)

Nanoscale MOSFETs and beyond CMOS devices (Next time in Autumn 2025)

Scientific programming for Engineers (Next time: Fall 2024)

Statistical physics for optimization & learning (Next time: Spring 2027)

Transient and dynamic analysis of electric power systems (Next time: tbd)

Fundamentals of Image Analysis (24-28 June 2024 - Information: https://imaging.epfl.ch/summer-school - Registrations: https://forms.gle/FNrdTrBwW7xExt9y9 - Application deadline: 17 March 2024)

Deep reinforcement learning (Pas donné en 2024-25)

Markov chains and algorithmic applications (Pas donné en 2024-25)

Networks out of control (Cours biennal - Pas donné en 2024-25)

Understanding statistics and experimental design (Pas donné en 2024-25)