Please use this identifier to cite or link to this item: http://dx.doi.org/10.14279/depositonce-5830.2
Main Title: Simultaneous Acquisition of EEG and NIRS during Cognitive Tasks for an Open Access Dataset
Author(s): Shin, Jaeyoung
von Lühmann, Alexander
Kim, Do-won
Mehnert, Jan
Hwang, Han-Jeong
Müller, Klaus-Robert
Type: Generic Research Data
Language Code: en
Abstract: We provide an open access multimodal brain-imaging dataset of simultaneous electroencephalography (EEG) and near-infrared spectroscopy (NIRS) recordings. Twenty-six healthy participants performed three cognitive tasks: 1) n-back (0-, 2- and 3-back), 2) discrimination/selection response task (DSR) and 3) word generation (WG) tasks. The data provided includes: 1) measured data, 2) demographic data, and 3) basic analysis results. For n-back (dataset A) and DSR tasks (dataset B), event-related potential (ERP) analysis was performed, and spatiotemporal characteristics and classification results for “target” vs. “non-target” (dataset A) and symbol “O” vs. symbol “X” (dataset B) are provided. Time-frequency analysis was performed to show the EEG spectral power to differentiate the task-relevant activations. Spatiotemporal characteristics of hemodynamic responses are also shown. For the WG task (dataset C), the EEG spectral power and spatiotemporal characteristics of hemodynamic responses are analyzed, and the potential merit of hybrid EEG-NIRS BCIs was validated with respect to classification accuracy. We expect that the dataset provided will facilitate performance evaluation and comparison of many neuroimaging analysis techniques.
URI: https://depositonce.tu-berlin.de//handle/11303/6271.2
http://dx.doi.org/10.14279/depositonce-5830.2
Issue Date: 2017
Date Available: 10-Apr-2017
21-Nov-2017
DDC Class: 616
Subject(s): Multimodal brain-imaging, Electroencephalography, EEG, Near-infrared spectroscopy, NIRS, open access dataset, n-back, verbal fluency, Go/No-go
Creative Commons License: https://creativecommons.org/publicdomain/zero/1.0/
Appears in Collections:Fachgebiet Neurotechnologie » Research Data

Files in This Item:
File Description SizeFormat 
VP001-NIRS.zipNIRS data30.26 MBZIP ArchiveView/Open
VP002-NIRS.zipNIRS data30.35 MBZIP ArchiveView/Open
VP003-NIRS.zipNIRS data30.13 MBZIP ArchiveView/Open
VP004-NIRS.zipNIRS data29.97 MBZIP ArchiveView/Open
VP005-NIRS.zipNIRS data29.96 MBZIP ArchiveView/Open
VP006-NIRS.zipNIRS data29.95 MBZIP ArchiveView/Open
VP007-NIRS.zipNIRS data29.91 MBZIP ArchiveView/Open
VP008-NIRS.zipNIRS data30.05 MBZIP ArchiveView/Open
VP009-NIRS.zipNIRS data30.14 MBZIP ArchiveView/Open
VP010-NIRS.zipNIRS data29.91 MBZIP ArchiveView/Open
VP011-NIRS.zipNIRS data29.98 MBZIP ArchiveView/Open
VP012-NIRS.zipNIRS data29.97 MBZIP ArchiveView/Open
VP013-NIRS.zipNIRS data29.93 MBZIP ArchiveView/Open
VP014-NIRS.zipNIRS data29.89 MBZIP ArchiveView/Open
VP015-NIRS.zipNIRS data30.01 MBZIP ArchiveView/Open
VP016-NIRS.zipNIRS data29.9 MBZIP ArchiveView/Open
VP017-NIRS.zipNIRS data29.91 MBZIP ArchiveView/Open
VP018-NIRS.zipNIRS data29.91 MBZIP ArchiveView/Open
VP019-NIRS.zipNIRS data29.89 MBZIP ArchiveView/Open
VP020-NIRS.zipNIRS data30.14 MBZIP ArchiveView/Open
VP021-NIRS.zipNIRS data29.91 MBZIP ArchiveView/Open
VP022-NIRS.zipNIRS data29.88 MBZIP ArchiveView/Open
VP023-NIRS.zipNIRS data29.89 MBZIP ArchiveView/Open
VP024-NIRS.zipNIRS data29.88 MBZIP ArchiveView/Open
VP025-NIRS.zipNIRS data29.82 MBZIP ArchiveView/Open
VP026-NIRS.zipNIRS data29.84 MBZIP ArchiveView/Open
VP001-EEG.zipEEG data230.06 MBZIP ArchiveView/Open
VP002-EEG.zipEEG data231.48 MBZIP ArchiveView/Open
VP003-EEG.zipEEG data227.82 MBZIP ArchiveView/Open
VP004-EEG.zipEEG data227.73 MBZIP ArchiveView/Open
VP005-EEG.zipEEG data229.08 MBZIP ArchiveView/Open
VP006-EEG.zipEEG data228.52 MBZIP ArchiveView/Open
VP007-EEG.zipEEG data228.8 MBZIP ArchiveView/Open
VP008-EEG.zipEEG data228.84 MBZIP ArchiveView/Open
VP009-EEG.zipEEG data228.72 MBZIP ArchiveView/Open
VP010-EEG.zipEEG data228.44 MBZIP ArchiveView/Open
VP011-EEG.zipEEG data229.36 MBZIP ArchiveView/Open
VP012-EEG.zipEEG data228.53 MBZIP ArchiveView/Open
VP013-EEG.zipEEG data229.08 MBZIP ArchiveView/Open
VP014-EEG.zipEEG data228.71 MBZIP ArchiveView/Open
VP015-EEG.zipEEG data228.63 MBZIP ArchiveView/Open
VP016-EEG.zipEEG data228.34 MBZIP ArchiveView/Open
VP017-EEG.zipEEG data228.35 MBZIP ArchiveView/Open
VP018-EEG.zipEEG data229.26 MBZIP ArchiveView/Open
VP019-EEG.zipEEG data228.54 MBZIP ArchiveView/Open
VP020-EEG.zipEEG data229.47 MBZIP ArchiveView/Open
VP021-EEG.zipEEG data228.58 MBZIP ArchiveView/Open
VP022-EEG.zipEEG data228.74 MBZIP ArchiveView/Open
VP023-EEG.zipEEG data228.32 MBZIP ArchiveView/Open
VP024-EEG.zipEEG data228.8 MBZIP ArchiveView/Open
VP025-EEG.zipEEG data228.49 MBZIP ArchiveView/Open
VP026-EEG.zipEEG data228.07 MBZIP ArchiveView/Open
NIRS_NIRx.zipNIRS data in vendor-specific format1.54 GBZIP ArchiveView/Open
EEG_brainAmp.zipEEG data BrainVision6.65 GBZIP ArchiveView/Open
Dataset description_BrainVision and NIRx.pdfDescription for dataset in vendor-specific format490.42 kBAdobe PDFThumbnail
View/Open
Dataset description_MATLAB.pdfDataset description for EEG and NIRS data in MATLAB format219.08 kBAdobe PDFThumbnail
View/Open

Version History
Version Item Date Summary
2 10.14279/depositonce-5830.2 2017-09-28 10:18:53.843 update files
1 10.14279/depositonce-5830 2017-04-10 10:58:23.0

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