ScheduleΒΆ

Introduction to Neuroimaging

  • Readings: None

  • Lab: Introduction to Jupyterhub

Measurement and Signal

  • Readings: Huettel, ch 7

  • Lab: Introduction to Python

  • Introduction to Pandas

Image Processing

  • Readings: Poldrack ch 1,2

  • Introduction to Plotting

  • Lab: Signal vs Noise with ICA

Signal Processing

  • Readings: Cohen ch 10, 11

  • Lab: Introduction to Neuroimaging Data

  • Lab: Signal Processing Basics

Data Preprocessing

  • Readings: Poldrack ch 3,4

  • Lab: Preprocssing

General Linear Model

  • Readings: Poldrack ch 5

  • Lab: Introduction to the General Linear Model

  • Lab: Modeling Single Subject Data

Group Analysis

  • Readings: Poldrack ch 6

  • Lab: Group Analysis

Multiple Comparisons

  • Readings: Poldrack ch 7

  • Lab: Thresholding Group Analyses

Connectivity

  • Readings: Poldrack ch 8

  • Lab: Connectivity

Prediction/Classification

  • Readings: Poldrack ch 9

  • Lab: Multivariate Prediction

Representational Similarity Analysis

  • Readings: Haxby et al., 2014; Kriegeskorte et al., 2008

  • Lab: Representational Similarity Analysis

Intersubject Synchrony

  • Readings: Hasson et al., 2011; Nummenmaa et al, 2018

  • Lab: Intersubject Correlation