No part of this publication may be translated into other languages, reproduced or utilized in any form or by any means, electronic or mechanical, including photocopying, recording, microcopying, or by any information storage and retrieval system, without permission in writing from the publisher or,...
The full dataset is publicly accessible via the ChineseNeuro Symphony community (CHNNeuro) in the Science Data Bank (ScienceDB) platform (https://doi.org/10.57760/sciencedb.CHNNeuro.00007)26or via the Openneuro platform (https://doi.org/10.18112/openneuro.ds004952.v1.2.0)27. Public data is...
On the other hand, physical stress induction protocols like the cold pressor test and CO2 challenge test offer their own challenges: bringing buckets of icy water into a lab full of electrical equipment is a safety hazard without special measures to prevent water spillage [44], and CO2 ...
You may find the full license in the file LICENSE in this directory. Contributions Due to legal issues, every contributor will need to have a signed Contributor License Agreement on file. The ARL Contributor License Agreement (ARL Form 266) can be foundhere. ...
Full size image Performance To evaluate the performance of the seizure prediction models, we used the standard metrics—seizure sensitivity (SS) and false positive rate per hour (FPR/h)—and a statistical validation strategy3,7. A seizure is correctly predicted when its onset occurs after an ala...
To enable registered users to search experiments easily we have implemented a full-text search engine. Simultaneously we have prepared an engine providing data in the semantic web form (OWL or RDF representation) existing tools were widely tested. When semantic web engine is implemented and data ...
Full size image Fig. 5 Boxplot of the specificity of each algorithm Full size image Electrode analysis As the proposed method generates a large number of features, which could lead to over-fitting, it is necessary to use a method to select the most important variables. Since each of these ...
Full size image After creating a vector for the spindle events detected for each point on the parameter grid, three spindle parameters are calculated for each point and three property surfaces are formed for those parameters (see Fig. 5). Figures 5a, b, c show, respectively, the spindle rate...
(C) show the classification accuracies using the data from Experiment 1 and 2 respectively, when the full two-second response is included (“2 s”) and when only the first second of the response is used (“1 s”). Comparisons between 2 s and 1 s use Wilcoxon signed-...
EEG topographical representation (ETR), as a form of graph-theory-based analysis, has become a very efficient approach for assessing brain networks. Technically, when building a topographical map of the brain, it is common to use the spectrogram method to extract the power in frequency bands [...