Training Courses

Book: Principles of fMRI

Coursera courses:

Free video lectures, self-quizzes, etc.

• • • • Functional MRI 1

Part 1 of an online Coursera course by Martin Lindquist and Tor Wager. The lectures can also be found here.

• • • • Functional MRI 2

Part 2 of an online Coursera course by Martin Lindquist and Tor Wager.

fMRI Image Acquisition and Analyses Course with SPM and ICA:

Hands-on, immersive 3-day fMRI analysis workshop, with Vince Calhoun, Kent Kiehl, and Tor Wager

Open-source Neuroimaging Analysis Tools:

canlab.github.io 

Explore CANlab neuroimaging analysis tools including a set of linked GitHub Repositories, Walkthroughs/Tutorials.

Resources include but are not limited to:

• • • • Neuroimaging Masks

You can find brain signature patterns, atlases of regions, and meta-analysis masks for neuroimaging data analysis on our GitHub Repository and CANlab Brain Patterns website

• • • • Cognitive and Affective Neuroscience Lab Core Tools

Interactive, object-oriented data visualization and analysis, multivariate prediction

• • • • CANLab Examples

Walkthroughs and help examples for CANlab Core, and group analysis/prediction script

• • • • Mediation Toolbox

Single- and multi-level mediation, mediation brain search

• • • • MKDA neuroimaging meta-analysis

Coordinate-based meta-analysis for neuroimaging using Multilevel Kernel Density Analysis and various other statistical tools

• • • • Robust Toolbox

Robust regression for 2nd-level analysis

• • • • Paradigms

Experimental paradigms/code/stimuli

• • • • CANLab Datasets

Datasets from published CANlab paper

• • • • Preprocessing Pipeline

CANlab SPM-based fMRI preprocessing pipeline

fMRI Methods Chapters:

There are some overlap across chapters, but each chapter covers some unique topics

• Handbook of Psychophysiology (2017)
• Handbook of Neuroimaging (2014)
• Handbook of Social Neuroscience (2011)
• Handbook of Neuroscience for the Behavioral Sciences (2009)
• Handbook of Psychophysiology (2007)