Completed
Intro
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Exploring Brain Dynamics During Ongoing Cognition Using Mapper
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Overview of MRI analysis
- 3 Current trends and needs in precision psychiatry
- 4 The Mapper pipeline
- 5 Experiment design: the continuous multitask paradigm
- 6 Simple access to nonlinear distances: the kNN graph and Isomap
- 7 Assessing the discriminative power of linear vs nonlinear distances: distance distributions
- 8 A heuristic for parameter selection
- 9 Validation: core-periphery and community structure relate to behavior
- 10 Posthoc analysis via distributions
- 11 Optimal transport distances quantify transitions between tasks
- 12 Future directions