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If the colour codes change during the academic year to orange or red, modifications are possible, for example to the teaching and evaluation methods.

Neuro Data Processing

Course Code :2074FBDBMW
Study domain:Biomedical Sciences
Academic year:2020-2021
Semester:1st semester
Contact hours:36
Study load (hours):140
Contract restrictions: Exam contract not possible
Language of instruction:English
Exam period:exam in the 1st semester
Lecturer(s)Georgios A. Keliris
Reinoud Maex
Winnok De Vos

3. Course contents *

  • Introduction to basic programming in Matlab which will be used as a tool in the analysis for different types of neural data
  • Basic analysis tools: Frequency Analysis, Filtering, Convolution, Principal Componet Analysis, Independent Component Analysis
  • Modeling of ligand-receptor interactions
  • Neural spike-train analysis
  • Modeling neurons and synapses
  • Analysis of task based functional magnetic resonance imaging
  • Analysis of dynamic functional connectivity from resting state fMRI data
  • Signal Detection Theory in psychophysics and behavioral analysis
  • Analysis of synaptic composition and activity using microscopy
  • Studying connectivity at the level of the brain using in-vivo imaging and whole brain imaging
  • Neural Networks