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Computational Linguistics and Information Processing

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;Datasets: EEG/MEG/fMRI  
;Datasets: EEG/MEG/fMRI  
;Toolkits & Tutorials :For neuroimaging data analysis  
;Toolkits & Tutorials :For neuroimaging data analysis  
;Relevant Papers & Podcasts :Selected for background knowledge
;Relevant Background:Selected papers, podcasts, talks, course videos, books





Revision as of 15:59, 25 August 2022

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 Background
Selected papers, podcasts, talks, course videos, books


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
  • Nancy TED talk