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偷偷撸1 脑电公开数据集汇总

发布日期:2024-09-09 00:38    点击次数:141

偷偷撸1 脑电公开数据集汇总

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东说念主脑一语气组盘算,该数据库现在被试数约1200东说念主,包括结构MRI、静息态MRI、任务态fMRI、MEG等数据模态,其他数据还包括东说念主口统计学数据、神悉心情学数据、基因数据。

网址:http://www.humanconnectome.org/1000功能一语气组盘算(1000 Functional Connectomes Project, FCP),包括结构MRI和静息态fMRI数据,此外还包括东说念主口统计学数据。网址:http://fcon_1000.projects.nitrc.org/fcpClassic/FcpTable.html神经影像大数据外洋“信度与可叠加性定约”(Consortium for Reliability and Reproducibility, CORR)是由中科院心情所和好意思国儿童心情筹议所于2014年共同发起,现在该数据库包含1629名来自不同中心被试的MRI数据,MRI数据模态包括结构MRI、静息态fMRI、dMRI、扩散磁共振成像和动脉自旋符号成像ALS,此外还包括东说念主口统计学数据。网址:http://fcon_1000.projects.nitrc.org/indi/CoRR/html/index.htmlDEAP数据库主要包括每个被试在面部形状视频刺激下的EEG数据以及心情量表数据。网址:http://www.eecs.qmul.ac.uk/mmv/datasets/deap/我的脑一语气组盘算(My Connectome Project)只记载了斯坦福大学R. Poldrack教悔1个东说念主的大脑在18个月内的各式模态MRI数据(包括结构、静息态、任务态、扩散MRI模态)。网址:http://myconnectome.org/wp/中国AD临床前期定约多中心理解下落纵向筹议数据库(SILCODE)主要包括健康东说念主和阿尔兹海默症(AD)患者各个阶段的多模态MRI和PET数据,此外还包括临床与行为学数据。网址:http://www.alzheimer.org.cn/OpenfMRI数据库包括结构MRI、静息态fMRI、任务态fMRI、扩散MRI、MEG模态,其他数据还包括东说念主口统计学数据、神悉心情学数据。网址:https://openfmri.org/英国生物银行(UK Biobank)数据库包括结构MRI、静息态fMRI、任务态fMRI、扩散MRI,此外,还包括东说念主口统计学数据、神悉心情学数据、基因数据、血液数据等。网址:https://www.ukbiobank.ac.uk/好意思国国度精神卫生数据档案筹议所(NDA)数据库包括好意思国国度自闭症筹议数据库(NDAR),与精神疾病有关的国度临床磨真金不怕火数据库(NDCT),筹议边界圭臬数据库(RDoC db)和NIH赤子MRI数据存储库等。从本色上来说,该数据库数据本色丰富,包含临床、影像学,基因组等方面的数据。网址:https://nda.nih.gov/神经信息数据库(Neuroinformatics database,NIDB)是一个神经影像数据上传和共享的平台,主要包括fMRI和EEG等数据。网址:https://nda.nih.gov/OpenNEURO数据库数据类型主要包括MRI,MEG,EEG,iEEG和ECoG。网址:https://openneuro.org/脑成像藏书楼(Brain Image Library, BIL)数据主要类型是哺乳动物全脑体积数据(共聚焦显微镜脑成像数据)。网址:http://www.brainimagelibrary.org/ADNI数据库Alzheimer’s Disease Neuroimaging Initiative (ADNI)主要针对AD以及轻度理解辨别患者,数据类型包括MRI和PET图像、遗传学、理解测试、CSF和血液生物记号物等。北好意思ADNI筹议的筹议资源和数据可通过该网站得回,其中包括阿尔茨海默氏病患者,轻度理解辨别受试者和老年东说念主对照。网址:http://adni.loni.usc.edu/NeuroMorphoNeuroMorpho主要用于征集依然出书的筹议中的神经元结构,是现在限度最大的3D神经元重建和有关元数据的数据库。网址:http://adni.loni.usc.edu/BrainMapBrainMap是由德克萨斯大学健康科学中心的筹议成像筹议所慎重运营,主要提供功能和结构MRI数据。BrainMap不仅提供用于聚首分析和数据挖掘的数据,还发布用于定量整合神经影像数据的软件和器用。网址:http://www.brainmap.org/分子脑成像中心数据库分子脑成像中心数据库(The Center for Integrated Molecular Brain Imaging Database)主要提供PET和MRI数据的下载以及Cimbi团队垄断这些数据依然发表的著述。网址:https://cimbi.dk/index.phpOASIS数据库OASIS(Open Access Series of Imaging Studies)数据库主要针对AD患者,提供平素虚弱和AD的纵向MRI神经影像,临床、理解和生物记号物等数据。网址:http://www.oasis-brains.org/Delorme脑电数据库Delorme脑电数据库提供包括理解、癫痫、休眠等多种EEG/ERP数据。网址:http://sccn.ucsd.edu/~arno/fam2data/publicly_available_EEG_data.htmlDtmri数据库Dtmri数据库主要包含东说念主和大鼠的DTI数据。网址:http://lbam.med.jhmi.edu/F.M.Kirby Research CenterF.M.Kirby Research Center主要提供多模态的MRI数据,以及相应的软件器用。网址:http://mri.kennedykrieger.org/databases.htmlOMEGA数据库OMEGA(Open MEG Archive)提供MEG数据,以及包含MRI,东说念主口统计信息和问卷信息以及多模式电生理数据(举例,EEG,细胞记载),网址:http://www.mcgill.ca/bic/resources/omegaAustralian EEG database主要提供EEG/ERP数据,网址:http://aed.newcastle.edu.au/CENTRAL脑影像数据库主要包含MRI、PET和CT数据,网址:https://central.xnat.org欧洲癫痫数据库(European Epilepsy Database)主要提供癫痫患者一语气EEG数据.网址:http://epilepsy-database.eu/figshare数据平台网址:https://figshare.com/EEGbase网址:http://eegdatabase.kiv.zcu.cz/BNCIHorizon 2020网址:http://bnci-horizon-2020.eu/PhysioNet数据库网址:https://physionet.org/

畅通影像数据

Left/Right Hand MI: http://gigadb.org/dataset/100295Motor Movement/Imagery Dataset: https://www.physionet.org/physiobank/database/eegmmidb/Grasp and Lift EEG Challenge: https://www.kaggle.com/c/grasp-and-lift-eeg-detection/dataThe largest SCP data of Motor-Imagery: https://doi.org/10.6084/m9.figshare.c.3917698BCI Competition IV-1: http://www.bbci.de/competition/iv/#dataset1BCI Competition IV-2a: http://www.bbci.de/competition/iv/#dataset2aBCI Competition IV-2b: http://www.bbci.de/competition/iv/#dataset2bHigh-Gamma Dataset: https://github.com/robintibor/high-gamma-datasetLeft/Right Hand 1D/2D movements: https://sites.google.com/site/projectbci/Imagination of Right-hand Thumb Movement: https://archive.ics.uci.edu/ml/datasets/Planning+Relax

神思识别数据

DEAP: http://www.eecs.qmul.ac.uk/mmv/datasets/deap/Enterface'06: http://www.enterface.net/results/Imagined Emotion: http://headit.ucsd.edu/studies/3316f70e-35ff-11e3-a2a9-0050563f2612NeuroMarketing: https://drive.google.com/open?id=0B2T1rQUvyyWcSGVVaHZBZzRtTmsSEED: http://bcmi.sjtu.edu.cn/~seed/seed.htmlSEED-IV: http://bcmi.sjtu.edu.cn/~seed/seed-iv.htmlSEED-VIG: http://bcmi.sjtu.edu.cn/~seed/seed-vig.htmlHCI-Tagging: https://mahnob-db.eu/hci-tagging/REGULATION OF AROUSAL: https://ieee-dataport.org/open-access/regulation-arousal-online-neurofeedback-improves-human-performance-demanding-sensory

过错有关电位(ErrP)

BCI-NER Challenge: https://www.kaggle.com/c/inria-bci-challenge

Monitoring ErrP in a target selection task: http://bnci-horizon-2020.eu/database/data-sets

ErrPs during continuous feedback: https://www-ti.informatik.uni-tuebingen.de/~spueler/eeg_data/contErrP_description.pdf): 10 subjects with 28 EEG electrodes, playing a video game to study execution and outcome error. Dataset Part-1]: https://www-ti.informatik.uni-tuebingen.de/~spueler/eeg_data/Continous_ErrP_dataset_Part1.rar) Dataset Part-2]: https://www-ti.informatik.uni-tuebingen.de/~spueler/eeg_data/Continous_ErrP_dataset_Part2.rar)

HCI-Tagging: https://mahnob-db.eu/hci-tagging/

裸舞twitter

视觉诱发电位(VEPs)

c-VEP BCI: https://www-ti.informatik.uni-tuebingen.de/~spueler/eeg_data/cVEP_dataset.rarc-VEP BCI with dry electrodes: https://www-ti.informatik.uni-tuebingen.de/~spueler/eeg_data/dry_cVEP_dataset.rarSSVEP - Visual Search/Discrimination and Handshake: https://archive.ics.uci.edu/ml/datasets/EEG+Steady-State+Visual+Evoked+Potential+Signals More Dataset: Dataset 2: http://www2.hu-berlin.de/eyetracking-eeg/testdata.html

事件有关电位(ERPs)

Pattern Visual Evoked Potentials: https://www2.le.ac.uk/departments/engineering/research/bioengineering/neuroengineering-lab/softwareFace vs. House Discrimination: https://purl.stanford.edu/xd109qh3109

休息气象

Resting State EEG Data: https://dataverse.tdl.org/dataverse/txstatecogelectroEID-M, EID-S: https://drive.google.com/drive/folders/1t6tL434ZOESb06ZvA4Bw1p9chzxzbRbj

音乐与EEG

Music Imagery Information Retrieval: https://github.com/sstober/openmiir

眨眼/四肢

Involuntary Eye Movements during Face Perception: http://www2.hu-berlin.de/eyetracking-eeg/testdata.htmlVoluntary-Involuntary Eye-Blinks: https://drive.google.com/file/d/0By5iwWd39NblS2tRWmVTdmRzZUU/view?usp=sharingEEG-eye state: https://archive.ics.uci.edu/ml/datasets/EEG+Eye+StateEEG-IO: http://gnan.ece.gatech.edu/eeg-eyeblinks/EEG-VV, EEG-VR: http://gnan.ece.gatech.edu/eeg-eyeblinks/

其他一些数据集

MNIST Brain Digits: http://mindbigdata.com/opendb/index.htmlImagenet Brain: http://www.mindbigdata.com/opendb/imagenet.htmlWorking Memory: https://github.com/pbashivan/EEGLearn/tree/master/Sample dataDeep Sleep Slow Osciallation: https://challengedata.ens.fr/challenges/10Genetic Predisposition to Alcoholism: https://archive.ics.uci.edu/ml/datasets/EEG+Database

临床脑电图

TUH EEG Resources: https://www.isip.piconepress.com/projects/tuh_eeg/html/downloads.shtml其他https://sccn.ucsd.edu/~arno/fam2data/publicly_available_EEG_data.html - http://headit.ucsd.edu/studieshttps://www2.le.ac.uk/departments/engineering/research/bioengineering/neuroengineering-lab/softwarehttps://github.com/pbashivan/EEGLearn/tree/master/Sample dataSection 2: https://arxiv.org/pdf/1611.08024.pdfEEG Databases for Emotion Recognition, NTUhttps://engineuring.wordpress.com/2009/07/08/downloadable-eeg-data/http://www.brainsignals.de/http://www.fil.ion.ucl.ac.uk/spm/data/http://www.brainliner.jp/search/showall/1http://bnci-horizon-2020.eu/database/data-setshttp://archive.ics.uci.edu/ml/datasets/EEG+Databasehttps://www.physionet.org/physiobank/database/#neurohttp://www.physionet.org/pn6/chbmit/https://sites.google.com/site/iitrcsepradeep7/resumehttp://memory.psych.upenn.edu/RAMhttp://fcon_1000.projects.nitrc.org/indi/cmi_eeg/https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8616018https://arxiv.org/pdf/1805.06427.pdfhttp://www.gtec.at/Research/Biosignal-Data-Sets/content/Biosignal-Data-Setshttp://studycatalog.org/http://predict.cs.unm.edu/https://datadryad.org/resource/doi:10.5061/dryad.070jchttps://ieee-dataport.org/data-competitionsThe Australian EEG Database https://aed.newcastle.edu.au/AED/login.jsp参考:Github地址:https://github.com/meagmohit/EEG-Datasets

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