Neuro-X 2024-25

Block 2

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits / Coefficient
HSS : Introduction to project
/ Section SHS
Divers enseignants
FR/EN
-
-
-
-
-
-
Winter session
3
HSS : Project
/ Section SHS
Divers enseignants
FR/EN
-
-
-
-
-
-
Summer session
3
Neuro-X project I
NX-491 / Section NX
Profs divers
EN
-
-
Project: 8h
-
-
Project: 8h
Winter/Summer session
During the semester
8
Neuro-X project II
NX-492 / Section NX
Profs divers
EN
-
-
Project: 7h
-
-
Project: 7h
Winter/Summer session
During the semester
7

Group 1

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits / Coefficient
Brain-like computation and intelligence
NX-414 / Section NX
Mathis, Schrimpf
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
Written
5
Computational neurosciences: neuronal dynamics
NX-465 / Section NX
Gerstner
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
Written
5
Machine learning
CS-433 / Section IN
Flammarion, Jaggi
EN
Lecture: 4h
Exercises: 2h
Project: 2h
-
-
-
Winter session
Written
8
Neural interfaces
NX-422 / Section NX
Lacour, Shoaran
EN
Lecture: 4h
Exercises: 2h
-
-
-
-
Winter session
During the semester
6
Neural signals and signal processing
NX-421 / Section NX
Micera, Van De Ville
EN
Lecture: 4h
Exercises: 2h
-
-
-
-
Winter session
Written
6
Neuroscience: behavior and cognition
BIO-483 / Section SV
Blanke, Sandi
EN
-
-
-
Lecture: 3h
Exercises: 2h
-
Summer session
Written
5
Neuroscience: cellular and circuit mechanisms
BIO-482 / Section SV
Crochet, Petersen
EN
Lecture: 3h
Exercises: 2h
-
-
-
-
Winter session
During the semester
5
Neuroscience: from molecular mechanisms to disease
BIO-480 / Section SV
Gräff, Mahul Mellier, Schneider
EN
Lecture: 3h
Exercises: 2h
-
-
-
-
Winter session
Written
5
Translational neuroengineering
NX-423 / Section NX
Blanke, Courtine, Hummel, Micera
EN
-
-
-
Lecture: 3h
Exercises: 3h
-
Summer session
Written
6

Group 3

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits / Coefficient
Industry internship in Neuro-X (Internship of minimum 8 weeks. Registration through the internship portal)
NX-591 / Section NX
Profs divers
EN
-
-
Project: 320h
-
-
Project: 320h
Winter/Summer session
During the semester
8

Group 4

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits / Coefficient
Advanced computer graphics (Pas donné en 2024-25)
CS-440 / Section IN
EN
-
-
-
Lecture: 2h
Exercises: 1h
Project: 1h
Summer session
During the semester
6
Advanced methods for human neuromodulation
NX-436 / Section NX
Hummel
EN
Lecture: 2h
Exercises: 2h
-
-
-
-
Winter session
Written
4
Analog IC design
EE-320 / Section EL
Shoaran
EN
Lecture: 2h
Exercises: 1h
-
-
-
-
Winter session
Written
3
Applied biostatistics
MATH-493 / Section MA
Goldstein
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
During the semester
5
Applied data analysis
CS-401 / Section SC
Brbic
EN
Lecture: 2h
-
Project: 2h
-
-
-
Winter session
Written
8
Applied probability & stochastic processes
MGT-484 / Section MTE
Cristi
EN
Lecture: 2h
Exercises: 2h
-
-
-
-
Winter session
Written
4
Basics of robotics for manipulation
MICRO-450 / Section MT
Bouri
EN
Lecture: 3h
-
-
-
-
-
Winter session
Written
3
Bioelectronics and biomedical microelectronics
EE-519 / Section EL
Schmid
EN
Lecture: 2h
Exercises: 1h
-
-
-
-
Winter session
Written
3
Biomedical optics
BIOENG-445 / Section SV
Wagnières
EN
Lecture: 2h
Exercises: 1h
-
-
-
-
Winter session
Oral
3
Biomicroscopy I
MICRO-561 / Section SV
Altug
EN
Lecture: 2h
Exercises: 2h
-
-
-
-
Winter session
Written
4
Biomicroscopy II
MICRO-562 / Section SV
Altug, Seitz
EN
-
-
-
Lecture: 1h
Exercises: 1h
Project: 2h
Summer session
During the semester
4
Bio-nano-chip design
EE-517 / Section EL
Carrara
EN
Lecture: 2h
Exercises: 2h
-
-
-
-
Winter session
Written
4
Causal thinking
MATH-352 / Section MA
Stensrud
EN
Lecture: 2h
Exercises: 2h
-
-
-
-
Winter session
Written
5
Computational motor control
CS-432 / Section SV
Ijspeert
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
Written
4
Computational neurosciences: biophysics
NX-450 / Section NX
Romani
EN
Lecture: 2h
Exercises: 2h
-
-
-
-
Winter session
During the semester
5
Computer vision
CS-442 / Section IN
Fua
EN
-
-
-
Lecture: 2h
Exercises: 1h
-
Summer session
Written
6
Controlling behavior in animals and robots
BIOENG-456 / Section SV
Ramdya
EN
-
-
-
Lecture: 2h
Exercises: 3h
-
Summer session
During the semester
5
Deep learning
EE-559 / Section EL
Cavallaro
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
During the semester
4
Deep learning in biomedicine (Pas donné en 2024-25)
CS-502 / Section IN
EN
-
-
-
Lecture: 2h
Exercises: 1h
Project: 2h
Summer session
During the semester
6
Deep reinforcement learning
CS-456 / Section IN
Gulcehre
EN
-
-
-
Lecture: 2h
Exercises: 1h
Project: 1h
Summer session
Written
6
Design in innovation: creation for adoption
MGT-406 / Section MTE
Henchoz, Laperrouza
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
During the semester
4
Design technologies for integrated systems
CS-472 / Section IN
De Micheli
EN
Lecture: 3h
-
Project: 2h
-
-
-
Winter session
During the semester
6
Dynamical system theory for engineers (Cours biennal)
COM-502 / Section SC
Thiran
EN
-
-
-
Lecture: 3h
Exercises: 1h
-
Summer session
Written
6
Ethics and law of AI
DH-415 / Section DH
Rochel
EN
Lecture: 2h
-
Project: 2h
-
-
-
Winter session
During the semester
4
Fundamentals of biomedical imaging
PHYS-438 / Section PH
Gruetter
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
Written
4
Fundamentals of biophotonics
BIO-443 / Section SV
Radenovic
EN
-
-
-
Lecture: 2h
Exercises: 1h
-
Summer session
During the semester
3
Fundamentals of biosensors and electronic biochips
EE-515 / Section EL
Guiducci
EN
Lecture: 2h
Exercises: 1h
-
-
-
-
Winter session
Written
3
Haptic human robot interfaces
MICRO-553 / Section MT
Bouri, Shokur
EN
-
-
-
Lecture: 2h
-
Project: 2h
Summer session
Oral
4
Image analysis and pattern recognition
EE-451 / Section EL
Bozorgtabar, Thiran
EN
-
-
-
Lecture: 2h
-
Project: 2h
Summer session
During the semester
4
Image processing I
MICRO-511 / Section MT
Unser, Van De Ville
EN
Lecture: 3h
-
-
-
-
-
Winter session
Written
3
Image processing II
MICRO-512 / Section MT
Liebling, Sage, Unser, Van De Ville
EN
-
-
-
Lecture: 3h
-
-
Summer session
Written
3
Introduction to natural language processing
CS-431 / Section IN
Bosselut, Chappelier, Rajman
EN
Lecture: 2h
Exercises: 2h
-
-
-
-
Winter session
Written
6
Learning in neural networks
CS-479 / Section IN
Gerstner
EN
-
-
-
Lecture: 2h
Exercises: 1h
Project: 1h
Summer session
Oral
6
Machine learning for behavioral data (Cours biennal)
CS-421 / Section IN
Käser
EN
-
-
-
Lecture: 2h
-
Project: 2h
Summer session
Written
6
Machine learning I
MICRO-455 / Section MT
Billard
EN
Lecture: 4h
-
-
-
-
-
Winter session
Written
4
Mathematics of data: from theory to computation
EE-556 / Section EL
Cevher
EN
Lecture: 3h
-
Project: 3h
-
-
-
Winter session
Written
6
MRI Practicals on CIBM preclinical imaging systems
PHYS-473 / Section PH
Cudalbu, Lanz
EN
Lecture: 2h
-
Project: 1h
-
-
-
Winter session
During the semester
3
Nanotechnology
MICRO-530 / Section MT
Boero, Brugger
EN
-
-
-
Lecture: 3h
-
-
Summer session
Oral
3
Neural circuits of motivated behaviors
BIO-499 / Section SV
Kochubey, Schneggenburger
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
Written
4
Optimization for machine learning
CS-439 / Section IN
Flammarion, Jaggi
EN
-
-
-
Lecture: 2h
Exercises: 2h
Project: 1h
Summer session
Written
8
Organic and printed electronics
MICRO-505 / Section MT
Briand, Subramanian
EN
-
-
-
Lecture: 2h
-
-
Summer session
Oral
2
Regulatory, quality and clinical affairs
NX-451 / Section NX
Rochat
EN
-
-
-
Lecture: 1h
Exercises: 1h
-
Summer session
During the semester
2
Scientific literature analysis in neuroscience (Only one registration per student to a scientific thinking course)
BIOENG-451 / Section SV
La Manno
EN
Lecture: 1h
Exercises: 3h
-
-
-
-
Winter session
During the semester
4
Scientific project design in integrative neurosciences (Pas donné en 2024-25. only one registration per student to a scientific thinking course)
BIO-493 / Section SV
EN
Lecture: 1h
Exercises: 3h
-
-
-
-
Winter session
During the semester
4
Sensors in medical instrumentation
EE-511 / Section EL
Chételat, Ionescu
EN
-
-
-
Lecture: 2h
Exercises: 1h
-
Summer session
Written
3
Sustainability and materials
MSE-341 / Section MX
Abitbol
EN
-
-
-
Lecture: 2h
Exercises: 1h
-
Summer session
During the semester
3
Systems neuroscience
NX-435 / Section NX
Mathis
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
During the semester
4
Understanding statistics and experimental design (Pas donné en 2024-25)
BIO-449 / Section SV
EN
Lecture: 2h
Exercises: 2h
-
-
-
-
Winter session
Written
4
Virtual reality
CS-444 / Section IN
Boulic
EN
-
-
-
Lecture: 2h
-
Project: 1h
Summer session
During the semester
6
Visual intelligence : machines and minds
CS-503 / Section IN
Zamir
EN
-
-
-
Lecture: 2h
Exercises: 1h
Project: 1h
Summer session
During the semester
6

Master project

Courses
Language
MP Autumn
l
e
p
MP Spring
l
e
p
Specialisations/Orientations
Exam
Credits / Coefficient
Master project in Neuro-X
NX-599 / Section NX
Profs divers
EN
-
-
Project: 900h
-
-
Project: 900h
Winter/Summer session
Oral
30