ADVANCED TOOLS FOR DATA ANALYSES IN NEUROSCIENCE
Strasbourg, France
Organiser: Other
Attendance type(s): In Person
Event Dates: 11—20 Sep 2025
- 11/09/2025
- 12/09/2025
- 13/09/2025
- 14/09/2025
- 15/09/2025
- 16/09/2025
- 17/09/2025
- 18/09/2025
- 19/09/2025
- 20/09/2025
Registration Deadline: 31 May 2025
SUMMER SCHOOL: ADVANCED TOOLS FOR DATA ANALYSES IN NEUROSCIENCE
University of Strasbourg, France
INTRODUCTION TO PYTHON PROGRAMMING
Thursday-Friday Sept 11th – Sept 20th
- 9-12:30; lunch; 2-6 PM
Conda environment, Python basics (Object, Types, list, arrays, loops, conditions, functions, classes), Python packages (e.g. Numpy, Pandas, Matplotlib…), Python with AI.
SCHOOL
Monday Sept 15th
- 8:30 AM: Welcome and course presentation
- 9 – 12:30 AM: Fundamentals of spectral analysis
- 2 – 4 PM: Oscillations analyses using MATLAB – From the raw data to the characterization of oscillatory activity
- 4:30 – 6 PM: What to do when you have to estimate a function? Non-parametric regression techniques
Tuesday Sept 16th
- 9 – 12:30 AM: Machine learning for beginners
- 2 – 4 PM: Times series analysis, spike train statistics
- 4:30 – 6:30 PM: Hands-on analyzing calcium imaging data
Wednesday Sept 17th
- 9-11 AM: Network tools, functional connectivity analyses graph theory
- 11:30-12:30 PM: Neuronal circuits modelling, microscale Part I
- 2-4 PM: Neuronal circuits modelling, microscale Part II
- 4:15 – 6 PM: Neuronal circuits modelling, macroscale (Virtual Brain)
- 6:30 – 8 PM: Project selection, discussion
Thursday Sept 18th
- 9-11 AM Automated algorithms for movement analysis
- 11:15-12:30 AM: Practicals on movement analysis
- 2-4 PM: Introduction to AI for data analyses
- 4:30 – 8 PM: Projects
Friday Sept 19th
- 9 – 12:30 AM: Projects
- 2 – 6:30 PM: Projects
- 7 – 8 PM: Roundtable: reproducible science/open science
Saturday Sept 20th
- 9 – 12 AM: Project presentations and debriefing
LOCAL ORGANIZING COMMITTEE
- Jyotika Bahuguna, LNCA, University of Strasbourg
- Demian Battaglia, LNCA, University of Strasbourg
- Romain Goutagny, CNRS, University of Strasbourg Axel Hutt, INRIA, University of Strasbourg
- Arvind Kumar, KTH Royal Institute of Technology, Sweden and USIAS, University of Strasbourg
- Philippe Isope, CNRS, University of Strasbourg
- Christophe Pouzat, IRMA, University of Strasbourg
- Antoine Valera, CNRS, University of Strasbourg
FACULTY
- Charlotte Bichara, CNRS, University of Strasbourg
- Matilde Cordero-Erausquin, CNRS, University of Strasbourg
- Pascale Quilichini, INSERM, Aix-Marseille University
- Aline Stephan, University of Strasbourg
- Greg Stephens, University of Amsterdam
- Yaroslav Sych, CPJ CNRS, university of Strasbourg
REGISTRATION & CONTACT
The summer school is free of charge. Accommodation in shared rooms and lunches are also provided. However, travel expenses are the responsibility of the applicants.
Contact: philippe.isope[at]unistra.fr
Registration deadline: May 31.
Contact Details
Name: University of Strassbourg
Address: Collège Doctoral Européen (CDE), Boulevard de la Victoire, Strasbourg, France
Email: philippe.isope@unistra.fr