= List of openly available datasets =
This is a collection of links to openly available datasets. There is a separate page with [[http://imaging.mrc-cbu.cam.ac.uk/methods/stimdatabases|links to other databases]] (e.g. for stimulus generation and evaluation). <
> If you would like add something, please contact <> or <>. <
> You must contact our IT department (<>) before downloading any large datasets at the CBU. Some open datasets may already be '''[[https://imaging.mrc-cbu.cam.ac.uk/methods/OpenDatasetsCBU|available at the CBU]]'''. <
> Note that some datasets require registration or licensing before you are allowed to access them.
== (f)MRI and Multimodal (+EEG/MEG) ==
'''[[https://openneuro.org/|OpenNEURO]]''' (free and open platform for sharing MRI, MEG, EEG, iEEG, and ECoG data)
(formerly '''[[https://openfmri.org/|OpenfMRI]]''', now deprecated)
'''[[https://en.wikipedia.org/wiki/List_of_neuroscience_databases|Wikipedia]]''' (list of neuroscience databases)
'''[[http://www.cam-can.org/|Cam-CAN]]''' (Cambridge Centre for Aging and Neuroscience large-scale data set). [[https://imaging.mrc-cbu.cam.ac.uk/methods/OpenDatasetsCBU|Available at CBU]]
'''[[http://www.nature.com/articles/sdata20151|Multimodal, multi-subject data set]]''' (EMEG and (f)MRI, famous/unfamiliar/scrambled faces). [[https://imaging.mrc-cbu.cam.ac.uk/methods/OpenDatasetsCBU|Available at CBU]]
'''[[https://data.donders.ru.nl/collections/di/dccn/DSC_3011020.09_236?0|Mother of unification studies]]''' (204-subject EEG/MEG/fMRI dataset to study language processing). [[https://imaging.mrc-cbu.cam.ac.uk/methods/OpenDatasetsCBU|Available at CBU]]
'''[[https://www.humanconnectome.org/|Human Connectome Project]]''' ("unparalleled compilation of neural data"). [[https://imaging.mrc-cbu.cam.ac.uk/methods/OpenDatasetsCBU|Available at CBU]]
'''[[https://babyconnectomeproject.org//|Human Connectome Project - Baby Connectome Project]]''' ("data from 500 participants ranging in age from birth to 5 years of age
"). [[https://imaging.mrc-cbu.cam.ac.uk/methods/OpenDatasetsCBU|Available at CBU]]
'''[[https://www.ukbiobank.ac.uk/|UK Biobank]]''' (huge medical database including neuroimaging data). [[https://imaging.mrc-cbu.cam.ac.uk/methods/OpenDatasetsCBU|Available at CBU]]
'''[[https://www.biorxiv.org/content/10.1101/2020.06.16.155317v1/|Amsterdam Open MRI Collection]]''' (A set of multimodal MRI datasets for individual difference analyses)
'''[[https://www.oasis-brains.org/#about|OASIS]]''' (longitudinal neuroimaging, clinical, cognitive, and biomarker dataset for normal aging and Alzheimer’s Disease)
'''[[http://cocomac.g-node.org/main/index.php?|CoCoMac Database]]''', Collations of Connectivity data on the Macaque brain
'''[[http://neurosynth.org/|Neurosynth]]''' (automated "meta-analysis" of fMRI data)
'''[[http://www.studyforrest.org/|Studyforrest]]''' (publicly available neuroimaging data)
'''[[http://naturalscenesdataset.org/|Natural Scenes Dataset]]''' (7T fMRI dataset on perception and memory of scenes)
'''[[https://github.com/Conxz/multiBrain|multiBrain]]''' (A list of brain imaging datasets with multiple scans per subject.)
'''[[https://www.neuroscience.ox.ac.uk/publications/465809|Enhancing NeuroImaging Genetics through Meta-Analysis (ENIGMA) Consortium]]''' is a collaborative network of researchers working together on a range of large-scale studies that integrate data from 70 institutions worldwide.
== EEG/MEG ==
Note: Some datasets may be part of multimodal studies listed above.
'''[[https://meguk.ac.uk/database/|MEG-UK]]''' MEG-UK Partnership multi-site MEG data. [[https://imaging.mrc-cbu.cam.ac.uk/methods/OpenDatasetsCBU|Available at CBU]]
'''[[https://erpinfo.org/erp-core|ERP-Core]]''' (The ERP CORE provides stimulus presentation scripts, data from 40 neurotypical young adults, and EEGLAB/ERPLAB processing scripts for 6 optimized ERP paradigms.)
'''[[https://sccn.ucsd.edu/~arno/fam2data/publicly_available_EEG_data.html|List of EEG/ERP data sets]]''' openly available for download.
'''[[https://www.biorxiv.org/content/10.1101/2022.03.15.484473v1|large and rich EEG dataset for modeling human visual object recognition]]''' (64 EEG channels, 10 participants, each with 82.160 trials spanning 16,740 image conditions)
'''[[https://osf.io/72b89/|Kilo-word ERP database]]''': 960 words were presented to 75 participants in a go/no-go lexical decision task while recording event-related potentials (ERPs), see [[https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&ved=2ahUKEwjknKjy9b7uAhVkrHEKHURXAjIQFjADegQIBhAC&url=https://hal.archives-ouvertes.fr/hal-01432349/document&usg=AOvVaw1JFi-nO9s693Q4Y9_VT1BO|publication]].
'''[[https://pubmed.ncbi.nlm.nih.gov/22068921/|MEG-Sim]]''' (simulated MEG data)
'''[[http://nemo.nic.uoregon.edu/wiki/NEMO|Neural ElectroMagnetic Ontologies]]''' (NEMO, resources to support representation, classification, and meta-analysis of brain electromagnetic data
== Behavioural ==
Some links to language-related databases on the '''[[http://imaging.mrc-cbu.cam.ac.uk/language/Databases|Language Group Wiki]]'''
'''[[https://www.ldc.upenn.edu/|Linguistic Data Consortium]]''' (a collection of databases etc., see e.g. their [[http://www.ldc.upenn.edu/Catalog/|Catalog page]]).
'''[[http://elexicon.wustl.edu/|English Lexicon Project]]''' (orth/phon/lex information on English words, plus Lexical Decision and Reading Latencies, HAL Frequencies etc.)
'''[[http://www.natcorp.ox.ac.uk/|British National Corpus]]''' (English words and phrases)
'''[[http://live.ece.utexas.edu/research/doves/|Database of Visual Eye Movements]]''' (DOVES, collection of eye movements from 29 human observers as they viewed 101 natural calibrated images)
'''[[https://www.nature.com/articles/sdata2016126/|Eye movements during viewing of complex images]]'''
'''[[https://www.sr-research.com/eye-tracking-blog/resources/data-repositories-eye-tracking-research/|Data repositories for eye-tracking research]]'''
'''[[https://arxiv.org/abs/1905.03702|OpenEDS]]''' (large-scale dataset of eye-images captured using virtual reality)
'''[[https://osf.io/82p6x/|ComPlex]]''' eye-movement database of compound word reading in English