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Learning materials

General

Basics of fMRI

MRI physics and image formation

Functional MRI and BOLD signal

fMRI terminology and data structure

Preprocessing of fMRI data

fMRI Preprocessing Software

Various software are available for fMRI data preprocessing. Here I list some popular software.

  • Statistical Parametric Mapping (SPM)
    • Classical and widely-used Matlab toolbox for fMRI data preprocessing and analysis
  • fMRIPrep
    • fMRI data preprocessing software providing highly-automated pipeline with up-to-date preprocessing methods

General Linear Model (GLM)

TBA

MVPA or Brain Decoding

TBA