Deprecated: $wgMWOAuthSharedUserIDs=false is deprecated, set $wgMWOAuthSharedUserIDs=true, $wgMWOAuthSharedUserSource='local' instead [Called from MediaWiki\HookContainer\HookContainer::run in /var/www/html/w/includes/HookContainer/HookContainer.php at line 135] in /var/www/html/w/includes/Debug/MWDebug.php on line 372
Data from P300-based Neurofeedback Training for Attention Enhancement with 4 EEG Electrodes - MaRDI portal

Deprecated: Use of MediaWiki\Skin\SkinTemplate::injectLegacyMenusIntoPersonalTools was deprecated in Please make sure Skin option menus contains `user-menu` (and possibly `notifications`, `user-interface-preferences`, `user-page`) 1.46. [Called from MediaWiki\Skin\SkinTemplate::getPortletsTemplateData in /var/www/html/w/includes/Skin/SkinTemplate.php at line 691] in /var/www/html/w/includes/Debug/MWDebug.php on line 372

Deprecated: Use of QuickTemplate::(get/html/text/haveData) with parameter `personal_urls` was deprecated in MediaWiki Use content_navigation instead. [Called from MediaWiki\Skin\QuickTemplate::get in /var/www/html/w/includes/Skin/QuickTemplate.php at line 131] in /var/www/html/w/includes/Debug/MWDebug.php on line 372

Data from P300-based Neurofeedback Training for Attention Enhancement with 4 EEG Electrodes

From MaRDI portal



DOI10.5281/zenodo.13871218Zenodo13871218MaRDI QIDQ6702697

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 1 October 2024

Copyright license: No records found.



Description

The dataset contains EEG and behavioral data of 10 participants who completed 11 runs (i.e. copy-spelled 11 words) in a P300 speller task, as well as a random dot motion (RDM) task and questionnaires in a single experimental session. The data comes from a study that uses a modified version of the protocol described here: Noble SC,Woods E,Ward T,Ringwood JV. Adaptive P300-Based Brain-Computer Interface for Attention Training: Protocol for a Randomized Controlled Trial.JMIR Res Protoc2023, 12:e46135, doi:10.2196/46135 These are the differences to the protocol above: More but shorter words in the P300 speller (see below) Only 4 electrodes were used (Pz, POz, P7 and P8) Task difficulty adaptation is by iterative learning control (ILC) only Each participant folder contains: [xxx]-raw.[xxx] unprocessed EEG signals from 4 electrodes for all 11 P300 speller runs in Openvibe (.ov) and Matlab (.mat) file formats, see details of the runs below classifier.cfg - LDA classifier weights log.txt - contains start and end time of the experiment, and performance in the P300 speller and RDM tasks The file Questionnaire scores.csv contains the responses to the questionnaire described in the experimental protocol and the NASA Task Load Index (TLX) for all participants. The .ov and .mat files contain data from the following runs: Filename Word to be copy-spelled Number of flashes per row and column Feedback given to participant calibration-signal1 THE 12 no calibration-signal2 QUICK 12 no calibration-signals Concatenation of calibration-signal1 and calibration-signal2 eval DOG 12 yes training-run-1 WIZARD 10 yes training-run-2 HUMBLE varying yes training-run-3 JOKERS varying yes training-run-4 UNLOCK varying yes training-run-5 THRIVE varying yes training-run-6 JUNGLE varying yes training-run-7 SHADOW varying yes training-run-8 FROZEN varying yes This research is supported by the Irish Research Council under project ID GOIPG/2020/692 and Science Foundation Ireland under grant number 12/RC/2289_P2.






This page was built for dataset: Data from P300-based Neurofeedback Training for Attention Enhancement with 4 EEG Electrodes

Retrieved from "https://mardi.schubotz.org/w/index.php?title=Data_from_P300-based_Neurofeedback_Training_for_Attention_Enhancement_with_4_EEG_Electrodes&oldid=44848372"
Powered by MediaWiki