Please use this identifier to cite or link to this item: http://dx.doi.org/10.14279/depositonce-5830
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 subjects performed three standard cognitive tasks: 1) n-back (0-, 2- and 3-back), 2) Go/No-go, and 3) verbal fluency tasks. The data provided includes: 1) measured data, 2) demographic data, and 3) basic analysis results. For n-back (dataset A) and Go/No-go tasks (dataset B), event-related potential (ERP) analysis was performed, and spatiotemporal characteristics and classification results for “target” vs. “non-target” (dataset A) and “Go” vs. “No-go” (dataset B) are provided. Time-frequency analysis was performed to show the EEG power spectrum to differentiate the task-relevant activations. Spatiotemporal characteristics of hemodynamic responses are also shown. For the verbal fluency task (dataset C), the EEG power spectrum 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: http://depositonce.tu-berlin.de/handle/11303/6271
http://dx.doi.org/10.14279/depositonce-5830
Issue Date: 2017
Date Available: 10-Apr-2017
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:Technische Universität Berlin » Fakultäten & Zentralinstitute » Fakultät 4 Elektrotechnik und Informatik » Institut für Softwaretechnik und Theoretische Informatik » 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
VP014-NIRS.zipNIRS data29.89 MBZIP ArchiveView/Open
VP015-NIRS.zipNIRS data30.01 MBZIP ArchiveView/Open
VP016-NIRS.zip29.9 MBZIP ArchiveView/Open
VP017-NIRS.zip29.91 MBZIP ArchiveView/Open
VP018-NIRS.zip29.91 MBZIP ArchiveView/Open
VP019-NIRS.zip29.89 MBZIP ArchiveView/Open
VP020-NIRS.zip30.14 MBZIP ArchiveView/Open
VP021-NIRS.zip29.91 MBZIP ArchiveView/Open
VP022-NIRS.zip29.88 MBZIP ArchiveView/Open
VP023-NIRS.zip29.89 MBZIP ArchiveView/Open
VP024-NIRS.zip29.88 MBZIP ArchiveView/Open
VP025-NIRS.zip29.82 MBZIP ArchiveView/Open
VP026-NIRS.zip29.84 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
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 data228.85 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
Dataset description.pdfDataset description131.9 kBAdobe PDFThumbnail
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