NX-Mineur-Plan_d_etudes-2023-2024


1	2023-2024	NEURO-X							Section Neuro-X
2		Mineur interdisciplinaire							Responsable : Hummel F, Micera S.
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4									validé par la Vice-présidence académique le 15 juin 2023
5		Les enseignants, les crédits et la période des cours sont indiqués sous réserve de modification.
6		Les cours déjà suivis au bachelor ou au master ne peuvent pas être pris également dans un mineur.				217	crédits offerts
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8	CODE	MATIERES		ENSEIGNANTS sous réserve de modification	LIVRET DE COURS	CREDITS ECTS	NBRE PLACES	PERIODE DES COURS
9								PERIODE DES COURS
10								AUT	PRI
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12	Groupe "Mineur"					30
13	Projet obligatoire du mineur en Neuro-X
14	NX-493	Project in minor Neuro-X		Divers enseignants	--	7		A	P
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16	Core courses pour le mineur
17	NX-450	Computational neurosciences: biophysics		Romani	NX	5		A
18	NX-465	Computational neurosciences: neuronal dynamics		Gerstner	NX	5			P
19	CS-433	Machine learning		Flammarion/Jaggi	IN	8		A
20	NX-422	Neural interfaces		Lacour S./Shoaran	NX	6		A
21	NX-421	Neural signals and signal processing		Micera/Van De Ville	NX	6		A
22	BIO-483	Neuroscience: behavior and cognition		Blanke/Herzog/Sandi	SV	5			P
23	BIO-482	Neuroscience: cellular and circuit mechanisms		Crochet/Petersen	SV	5		A
24	BIO-480	Neuroscience: from molecular mechanisms to disease		Graeff/Lashuel/Schneider B.	SV	5		A
25	NX-423	Translational neuroengineering		Blanke/Courtine/Hummel//Micera	NX	6			P
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27	Cours optionels pour le mineur
28	Area: Technology
30	EE-320	Analog IC design		Shoaran	EL	3		A
31	MICRO-450	Basics of robotics for manipulation		Bouri	MT-Ro	3		A
32	EE-519	Bioelectronics and biomedical microelectronics		Schmid	EL	3		A
33	CS-432	Computational motor control		Ijspeert	GM	4			P
34	BIOENG-456	Controlling behavior in animals and robots		Ramdya	SV	4			P
35	CS-472	Design technologies for integrated systems		De Micheli	IN	6		A
36	EE-515	Fundamentals of biosensors and electronic biochips	(pas donné en 2023-24)	Guiducci	EL	3	70	A
37	MICRO-553	Haptic human robot interfaces		Bouri/Shokur	MT	4	32		P
39	EE-511	Sensors in medical instrumentation		Chételat/Ionescu	EL	3			P
40	CS-444	Virtual reality		Boulic	IN	6			P
41	EE-517	Bio-nano-chip design		Carrara	EL	3		A
42	MICRO-505	Organic and printed electronics		Briand/Subramanian	MT	2			P
43	MICRO-530	Nanotechnology		Boero/Brugger	MT	3			P
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45	Area: Data Science and Machine Learning
46	MATH-493	Applied biostatistics		Goldstein	MA	5			P
47	CS-401	Applied data analysis		West	IN	8		A
48	MICRO-455	Applied machine learning		Billard	MT	4		A
49	MGT-484	Applied probability & stochastic processes		Sutter	MGT	4		A
50	CS-456	Artificial neural networks/reinforcement learning		Gerstner	IN	6			P
51	NX-414	Brain-like computation and intelligence		Mathis A.	NX	4			P
52	EE-559	Deep learning		Cavallaro	EL	4	150		P
53	COM-502	Dynamical system theory for engineers	(pas donné en 2023-24)	Thiran P.	SC	6			P
54	CS-431	Introduction to natural language processing		Bosselut/Chappelier/Rajman/	IN	6		A
55	CS-421	Machine learning for behavioral data	(pas donné en 2023-24)	Käser	IN	6			P
56	EE-556	Mathematics of data: from theory to computation		Cevher	EL	6		A
57	CS-439	Optimization for machine learning		Flammarion/Jaggi	IN	8			P
58	BIO-449	Understanding statistics and experimental design		Herzog	SV	4		A
59	CS-503	Visual intelligence : machines and minds		Zamir	IN	6			P
60	CS-502	Deep Learning in biomedicine		Brbić	IN	6		A
61	MATH-352	Causal thinking		Mats	CGC	5		A
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63	Area: Imaging and Image Analysis
64	CS-440	Advanced computer graphics		Jakob	IN	6			P
65	BIOENG-445	Biomedical optics		Wagnières	SV	3		A
66	MICRO-561	Biomicroscopy I		Altug	MT	3		A
67	MICRO-562	Biomicroscopy II		Altug/Seitz	MT	4			P
68	CS-442	Computer vision		Fua	IN	6			P
69	PHYS-438	Fundamentals of biomedical imaging		Gruetter	PH-ING	4			P
70	BIO-443	Fundamentals of biophotonics		Radenovic	SV	3			P
71	EE-451	Image analysis and pattern recognition		Bozorgtabar/Thiran J.-Ph.	EL	4			P
72	MICRO-511	Image processing I		Unser/Van de Ville	MT	3		A
73	MICRO-512	Image processing II		Liebling/Sage/Unser/Van de Ville	MT	3			P
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75	Area: Neuro-exploration
77	NX-435	Systems neuroscience		Mathis M.	NX	4			P
78	NX-436	Advanced methods for human neuromodulation		Hummel	NX	4		A
79	BIOENG-451	Scientific literature analysis in neuroscience		La Manno	SV	4	20	A
80	BIO-493	Scientific project design in integrative neurosciences		Petersen	SV	4	20	A
82	BIO-499	Neural circuits of motivated behaviors		Kochubey/Schneggenburger	SV	4			E
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