Matches in SemOpenAlex for { <https://semopenalex.org/work/W2950090897> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2950090897 abstract "The biometrics based on resting state electroencephalography (EEG) is better than other EEG-based authentication protocols in terms of usability because it does not require any external stimuli and has a relatively short authentication time. Most of previous resting state EEG-based authentication systems have used a relatively long EEG data (e.g., > 1 min) measured once, and they were segmented to create many trials (e.g., > 100). In this case, however, it is difficult to reflect real-authentication situations in which a user repetitively uses an authentication system in different time points. Therefore, we propose to use single trials repetitively measured for short time (10 s). In the experiment, resting state EEGs were measured while fifteen subjects opened and closed their eyes 30 times for 10 s each. The measured EEG data were divided into three conditions, which are eyes open (EO), eyes closed (EC), and difference between EC and EO (Diff). We extracted power spectral density (PSD) ranging from 3 to 20 Hz as features for classification, with which a binary classification based on a 5×5-fold cross-validation was performed for each subject using linear discriminant analysis (LDA). The mean authentication accuracies of EC, EO, and Diff were 97.05 ± 5.4, 92.5 ± 8.2, and 85.3 ± 7.0 %, respectively, demonstrating the feasibility of single-trial-based EEG authentication. EC could be an optimal condition for developing a resting-state EEG authentication system based on single trial." @default.
- W2950090897 created "2019-06-27" @default.
- W2950090897 creator A5006008510 @default.
- W2950090897 creator A5011717147 @default.
- W2950090897 creator A5032566019 @default.
- W2950090897 creator A5051686222 @default.
- W2950090897 creator A5077893761 @default.
- W2950090897 creator A5083534686 @default.
- W2950090897 creator A5083970231 @default.
- W2950090897 date "2019-02-01" @default.
- W2950090897 modified "2023-10-18" @default.
- W2950090897 title "Biometrics Based on Single-Trial EEG" @default.
- W2950090897 cites W1951183756 @default.
- W2950090897 cites W1970566587 @default.
- W2950090897 cites W2006748433 @default.
- W2950090897 cites W2037664959 @default.
- W2950090897 cites W2042237257 @default.
- W2950090897 cites W2052471278 @default.
- W2950090897 cites W2128495200 @default.
- W2950090897 cites W2140959843 @default.
- W2950090897 cites W2163808566 @default.
- W2950090897 cites W2171759622 @default.
- W2950090897 cites W2416750880 @default.
- W2950090897 cites W2533779808 @default.
- W2950090897 cites W2546901344 @default.
- W2950090897 cites W2606276143 @default.
- W2950090897 cites W2612085556 @default.
- W2950090897 cites W2757934307 @default.
- W2950090897 cites W2790837801 @default.
- W2950090897 cites W1561903397 @default.
- W2950090897 cites W2618675491 @default.
- W2950090897 doi "https://doi.org/10.1109/iww-bci.2019.8737254" @default.
- W2950090897 hasPublicationYear "2019" @default.
- W2950090897 type Work @default.
- W2950090897 sameAs 2950090897 @default.
- W2950090897 citedByCount "2" @default.
- W2950090897 countsByYear W29500908972021 @default.
- W2950090897 crossrefType "proceedings-article" @default.
- W2950090897 hasAuthorship W2950090897A5006008510 @default.
- W2950090897 hasAuthorship W2950090897A5011717147 @default.
- W2950090897 hasAuthorship W2950090897A5032566019 @default.
- W2950090897 hasAuthorship W2950090897A5051686222 @default.
- W2950090897 hasAuthorship W2950090897A5077893761 @default.
- W2950090897 hasAuthorship W2950090897A5083534686 @default.
- W2950090897 hasAuthorship W2950090897A5083970231 @default.
- W2950090897 hasConcept C107457646 @default.
- W2950090897 hasConcept C148417208 @default.
- W2950090897 hasConcept C153180895 @default.
- W2950090897 hasConcept C154945302 @default.
- W2950090897 hasConcept C15744967 @default.
- W2950090897 hasConcept C169760540 @default.
- W2950090897 hasConcept C170130773 @default.
- W2950090897 hasConcept C184297639 @default.
- W2950090897 hasConcept C28490314 @default.
- W2950090897 hasConcept C38652104 @default.
- W2950090897 hasConcept C41008148 @default.
- W2950090897 hasConcept C522805319 @default.
- W2950090897 hasConcept C66324658 @default.
- W2950090897 hasConcept C69738355 @default.
- W2950090897 hasConceptScore W2950090897C107457646 @default.
- W2950090897 hasConceptScore W2950090897C148417208 @default.
- W2950090897 hasConceptScore W2950090897C153180895 @default.
- W2950090897 hasConceptScore W2950090897C154945302 @default.
- W2950090897 hasConceptScore W2950090897C15744967 @default.
- W2950090897 hasConceptScore W2950090897C169760540 @default.
- W2950090897 hasConceptScore W2950090897C170130773 @default.
- W2950090897 hasConceptScore W2950090897C184297639 @default.
- W2950090897 hasConceptScore W2950090897C28490314 @default.
- W2950090897 hasConceptScore W2950090897C38652104 @default.
- W2950090897 hasConceptScore W2950090897C41008148 @default.
- W2950090897 hasConceptScore W2950090897C522805319 @default.
- W2950090897 hasConceptScore W2950090897C66324658 @default.
- W2950090897 hasConceptScore W2950090897C69738355 @default.
- W2950090897 hasLocation W29500908971 @default.
- W2950090897 hasOpenAccess W2950090897 @default.
- W2950090897 hasPrimaryLocation W29500908971 @default.
- W2950090897 hasRelatedWork W1577894989 @default.
- W2950090897 hasRelatedWork W1588662772 @default.
- W2950090897 hasRelatedWork W1977402094 @default.
- W2950090897 hasRelatedWork W2087666549 @default.
- W2950090897 hasRelatedWork W2126865112 @default.
- W2950090897 hasRelatedWork W2547981752 @default.
- W2950090897 hasRelatedWork W2772175887 @default.
- W2950090897 hasRelatedWork W2794435134 @default.
- W2950090897 hasRelatedWork W2950090897 @default.
- W2950090897 hasRelatedWork W3196505842 @default.
- W2950090897 isParatext "false" @default.
- W2950090897 isRetracted "false" @default.
- W2950090897 magId "2950090897" @default.
- W2950090897 workType "article" @default.