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Computational Linguistics and Information Processing

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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 (for neuroimaging data analysis); Relevant Papers & Podcasts (selected for background knowledge);
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:


'''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:


'''Toolkits'''
*Eelbrain for EEG/MEG
**Link
**Paper
*Nilearn for fMRI
**Link to GLM tutorial


Relevant Papers:
 
'''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
*Brain Inspired podcast with Brennan
*Brain Inspired podcast with Ev Federenko & Emily Bender

Revision as of 15:38, 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 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
  • Brain Inspired podcast with Brennan
  • Brain Inspired podcast with Ev Federenko & Emily Bender