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Computational Linguistics and Information Processing

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==Relevant Background==
==Relevant Background==
*Papers:
*Papers:
**Naturalistic sentence comprehension
**Brennan, J. (2016). Naturalistic sentence comprehension in the brain. Language and Linguistics Compass, 10(7), 299-313. [https://compass.onlinelibrary.wiley.com/doi/abs/10.1111/lnc3.12198?casa_token=I7XqafbB33gAAAAA%3AnjBW3gi-S8SrssJjV3DL4eakxrvrclLYk7nnPxWdZgxrd6JVOhFjFIkNWKXXig-T3-EpZgFDJWOlz_o Link]
**The revolution will not be controlled
**Hamilton, L. S., & Huth, A. G. (2020). The revolution will not be controlled: natural stimuli in speech neuroscience. Language, cognition and neuroscience, 35(5), 573-582. [https://www.tandfonline.com/doi/pdf/10.1080/23273798.2018.1499946 Link]
**Neurocomputational Models of Language Processing
**Hale, J. T., Campanelli, L., Li, J., Bhattasali, S., Pallier, C., & Brennan, J. R. (2022). Neurocomputational models of language processing. Annual Review of Linguistics, 8, 427-446. [https://www.annualreviews.org/doi/abs/10.1146/annurev-linguistics-051421-020803?casa_token=JXxXJu6VZ-gAAAAA%3A3r_TXUVNJuMp0rEX9TuEBK-wV4CAwbwdQxFG-EKCm26MZXSw4VXEOinDH0-1m-WdqnqSZFJEnniD&journalCode=linguistics Link]
*Podcasts
*Podcasts
**[https://braininspired.co/podcast/47/ Brain Inspired 047: David Poeppel - Wrong in interesting ways]
**[https://braininspired.co/podcast/47/ Brain Inspired 047: David Poeppel - Wrong in interesting ways]

Revision as of 16:44, 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
  • SPM for fMRI
    • Link to tutorial
  • More: NITRC


Relevant Background