CogNeuro

This is a repository that is updated periodically with resources to analyze continuous, naturalistic neuroimaging data with computational tools. It is split into three sections:

Datasets

EEG/MEG/fMRI

Toolkits & Tutorials

For neuroimaging data analysis

Relevant Papers & Podcasts

Selected for background knowledge

Datasets

• LPP-fMRI corpus (English, Chinese, French)
  • Link
  • Data paper
• Narratives fMRI corpus
  • Link
  • Data paper
• NBD fMRI corpus
  • Link
  • Data paper
• Alice fMRI (English)
  • Link to whole brain
  • Link to ROIs
  • Data paper
• Alice EEG (English)
  • Link
  • Data paper
• Appleseed MEG
  • Link
  • Paper
• MASC-MEG
  • Link
  • Paper
• MUC MEG/fMRI
  • Link
  • Paper
• LPP EEG
  • Paper

Toolkits

• Eelbrain for EEG/MEG
  • Link
  • Paper
• Nilearn for fMRI
  • Link to GLM tutorial

Relevant Papers/Podcast/Videos

• Naturalistic sentence comprehension
• The revolution will not be controlled
• Neurocomputational Models of Language Processing
• Cognitive Neuroscience of Language book
• Poldrack book for fMRI analysis
• Neural Bases of Language course videos
• Nancy Kanwisher The Human Brain course
• Brain Inspired podcast with Brennan
• Brain Inspired podcast with Ev Federenko & Emily Bender