Principles of neuroengineering
GNEU0001-1, University of Liège, Fall
Instructors: Lecturers: Guillaume Drion, Alessio Franci, Christophe Phillips, Pierre Sacré Teaching assistants: Anaëlle De Worm
Lectures: Tuesdays, 1:45pm-5:45pm in B28 R75
Menu
Announcements
- Please, follow the Julia tutorial before next session and come with a laptop to the next session.
- Welcome to the Fall edition of GNEU0001!
Schedule and materials
Slides are made available as the semester progresses.
This tentative schedule is subject to change.
| Date | Lecturer | 1:45pm-3:45pm | 3:45pm-5:45pm |
|---|---|---|---|
| Tue 17/09 |
(all)
GD |
Introduction
Biophysics-based models |
|
| Tue 24/09 | GD | Tutorial on biophysics-based models (Julia notebooks) | |
| Tue 01/10 | GD | Laboratory of neurophysiology (with Prof. Vincent Seutin, Laboratory of Neurophysiology, ULiège) | |
| Tue 08/10 | PS | Spike-based models (part I) | Tutorial on spike-based models (Julia notebooks) |
| Tue 15/10 | PS | Spike-based models (part II) | Tutorial on spike-based models (Julia notebooks) - continued |
| Tue 22/10 | PS+AF | Laboratory on event-based cameras and BrainScale2 neuromorphic chip | |
| Tue 29/10 | No class (All Saints' holidays) | ||
| Tue 05/11 | CP | Neuronal activity & BOLD signal dynamic modelling | Laboratory fMRI, part 1 |
| Tue 12/11 | CP | Brain activity modelling | Laboratory fMRI, part 2 |
| Tue 19/11 | CP | Tutorial on dynamic modeling/fMRI | |
| Tue 26/11 | AF | Laboratoy on rate-based models (with Dr. Román Rossi Pool, Cellular Physiology Institut, Mexico) | |
| Tue 03/12 | AF | Rate-based models | |
| Tue 10/12 | AF | Tutorial on rate-based models (Julia notebooks) | |
| Tue 17/12 | No class | ||
Additional materials
Most relevant books (see on myULiège):- Theoretical neuroscience: computational and mathematical modeling of neural systems L. Dayan and L. F. Abbott. MIT press, 2001
- Neuronal dynamics: from single neurons to networks and models of cognition W. Gerstner, W. M. Kistler, R. Naud, and L. Paninski. Cambridge University Press, 2014