CogNeuro: Difference between revisions
Computational Linguistics and Information Processing
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*Nilearn for fMRI | *Nilearn for fMRI | ||
**Link to GLM tutorial | **Link to GLM tutorial | ||
*SPM for fMRI | |||
**Link to tutorial | |||
*More: [https://www.nitrc.org/top/toplist.php?type=downloads NITRC] | |||
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**Brain Inspired podcast with Ev Federenko & Emily Bender | **Brain Inspired podcast with Ev Federenko & Emily Bender | ||
*Talks: | *Talks: | ||
**Nancy TED talk | **[http://nancysbraintalks.mit.edu/video/nancys-ted-talk-neural-portrait-human-mind Nancy's Kanwisher's TED talk: A Neural Portrait of the Human Mind] | ||
**Brennan | **[https://www.mpi.nl/events/neurobiology-language-key-issues-and-ways-forward/videos Jonathan Brennan: Building bridges between computation and implementation for natural language understanding] | ||
**Laura Gwilliams | **[https://www.youtube.com/watch?v=YxAlcQKsgJc Laura Gwilliams: Towards a mechanistic account of speech comprehension] | ||
*Books: | *Books: | ||
**[https://sites.google.com/site/fmridataanalysis/home Russel Poldrack's Handbook of Functional MRI Analysis] | |||
**[https://mitpress.mit.edu/9780262122771/ Luck's An Introduction to the Event-Related Potential Technique] | |||
**Cognitive Neuroscience of Language book | **Cognitive Neuroscience of Language book | ||
**Brennan book | **Brennan book | ||
**Baggio book | **Baggio book | ||
*Course videos: | *Course videos: | ||
**Neural Bases of Language | **[https://www.youtube.com/playlist?list=PLwW-nea-Z6h-TiG0rBIviCQ5XaTyGq5WQ Neural Bases of Language through NYU] | ||
** | **[https://ocw.mit.edu/courses/9-13-the-human-brain-spring-2019/ The Human Brain course through MIT] | ||
Revision as of 16:29, 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
- Papers:
- Naturalistic sentence comprehension
- The revolution will not be controlled
- Neurocomputational Models of Language Processing
- Podcasts
- Brain Inspired podcast with Brennan
- Brain Inspired podcast with Ev Federenko & Emily Bender
- Talks:
- Books:
- Russel Poldrack's Handbook of Functional MRI Analysis
- Luck's An Introduction to the Event-Related Potential Technique
- Cognitive Neuroscience of Language book
- Brennan book
- Baggio book
- Course videos: