System for a cognitive analysis of EEG based on neural networks
In this paper, we propose an EEG-based response time prediction method during a yes/no cognitive decision task. In the experimental task, a subject goes through responding of visual stimulus, understanding the given problem, controlling hand motions, and hitting a key. Considering the subject's...
Gespeichert in:
| Veröffentlicht in: | SICE 2003 annual Conference (IEEE Cat. No.03TH8734) : 4-6 August 2003 Jg. 1; S. 66 - 69 Vol.1 |
|---|---|
| Hauptverfasser: | , |
| Format: | Tagungsbericht |
| Sprache: | Englisch |
| Veröffentlicht: |
IEEE
2003
|
| Schlagworte: | |
| ISBN: | 0780383524, 9780780383524 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | In this paper, we propose an EEG-based response time prediction method during a yes/no cognitive decision task. In the experimental task, a subject goes through responding of visual stimulus, understanding the given problem, controlling hand motions, and hitting a key. Considering the subject's varying brain activities, we model subjects' mental states with defining ST (selection time). EEG signals from four subjects were recorded while they performed three mental tasks. Feature vectors defined by these representations were classified with a standard, feed-forward neural network trained via the error back-propagation algorithm. |
|---|---|
| AbstractList | In this paper, we propose an EEG-based response time prediction method during a yes/no cognitive decision task. In the experimental task, a subject goes through responding of visual stimulus, understanding the given problem, controlling hand motions, and hitting a key. Considering the subject's varying brain activities, we model subjects' mental states with defining ST (selection time). EEG signals from four subjects were recorded while they performed three mental tasks. Feature vectors defined by these representations were classified with a standard, feed-forward neural network trained via the error back-propagation algorithm. |
| Author | Hee Don Seo Min Soo Kim |
| Author_xml | – sequence: 1 surname: Min Soo Kim fullname: Min Soo Kim organization: Yeungnam Univ., Gyungsan, South Korea – sequence: 2 surname: Hee Don Seo fullname: Hee Don Seo organization: Yeungnam Univ., Gyungsan, South Korea |
| BookMark | eNotzM1KAzEUQOGAFrQ_T-AmLzCQmztpMiuRMlah4EJdl2RyI9FpIsmozNtb0NUHZ3GW7DLlRBdsKbQRaFDJ9optan0XQkC37QDba3b7PNeJTjzkwi0f8luKU_wmbpMd5xorz4H3_Z47W8nznHiir2LHM9NPLh91zRbBjpU2_67Y633_sntoDk_7x93doYmg1dSA9-Csl8pJaZSXolOmlS11Awza-KAHjQLBhXMJ5JS1LqAmAy0FqT3git38fSMRHT9LPNkyHwElImzxF9FrQ8E |
| ContentType | Conference Proceeding |
| DBID | 6IE 6IL CBEJK RIE RIL |
| DatabaseName | IEEE Electronic Library (IEL) Conference Proceedings IEEE Xplore POP ALL IEEE Xplore All Conference Proceedings IEEE Xplore IEEE Proceedings Order Plans (POP All) 1998-Present |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: RIE name: IEEE Xplore url: https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EndPage | 69 Vol.1 |
| ExternalDocumentID | 1323316 |
| GroupedDBID | 6IE 6IK 6IL AAJGR AAVQY AAWTH ALMA_UNASSIGNED_HOLDINGS BEFXN BFFAM BGNUA BKEBE BPEOZ CBEJK OCL RIE RIL |
| ID | FETCH-LOGICAL-i175t-1dd1bad25b2285d20958424e9c1c78df7c73031bfe9cfeb5aabf37e814ef27d13 |
| IEDL.DBID | RIE |
| ISBN | 0780383524 9780780383524 |
| ISICitedReferencesCount | 2 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000222573800015&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| IngestDate | Tue Aug 26 17:59:01 EDT 2025 |
| IsPeerReviewed | false |
| IsScholarly | false |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-i175t-1dd1bad25b2285d20958424e9c1c78df7c73031bfe9cfeb5aabf37e814ef27d13 |
| ParticipantIDs | ieee_primary_1323316 |
| PublicationCentury | 2000 |
| PublicationDate | 20030000 |
| PublicationDateYYYYMMDD | 2003-01-01 |
| PublicationDate_xml | – year: 2003 text: 20030000 |
| PublicationDecade | 2000 |
| PublicationTitle | SICE 2003 annual Conference (IEEE Cat. No.03TH8734) : 4-6 August 2003 |
| PublicationTitleAbbrev | SICE |
| PublicationYear | 2003 |
| Publisher | IEEE |
| Publisher_xml | – name: IEEE |
| SSID | ssj0001969134 |
| Score | 1.3182263 |
| Snippet | In this paper, we propose an EEG-based response time prediction method during a yes/no cognitive decision task. In the experimental task, a subject goes... |
| SourceID | ieee |
| SourceType | Publisher |
| StartPage | 66 |
| SubjectTerms | Biological neural networks Communication channels Delay Electrodes Electroencephalography Feedforward neural networks Feedforward systems Neural networks Prediction methods Signal representations |
| Title | System for a cognitive analysis of EEG based on neural networks |
| URI | https://ieeexplore.ieee.org/document/1323316 |
| Volume | 1 |
| WOSCitedRecordID | wos000222573800015&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV09T8MwED21FQMsfLSIb3lgJBDHju3MqIUBVR0Adati-yxVQglqU34_thulILEw2b7F0lmn93y-ewa4RVYilz4ArUvThHOLic6NSVJlqBVcWRfbo99f5HSq5vNi1oO7rhcGEWPxGd6HaXzLt7XZhFTZg785MUZFH_pSim2v1i6fUojwiBxv5iplgVjwVmCnW__6QSUCyOTwf1sfwWjXiUdmHcYcQw-rEzj4ISI49HQ7ijETzz5JSbpyIFK2ciOkdmQ8fiIBryypKxIkLMsPP8QC8PUI3ibj18fnpP0WIVl6rG8Sai3Vpc1ynWUqt5knSYpnHAtDjfTOlcZHLaPaeYtDnZeldkyiohxdJi1lpzCo6grPgFCeF-i49RRbcH8sWjjBPKExMkchFD-HYXDF4nOrfLFovXDxt_kS9mOpW0xQXMGgWW3wGvbMV7Ncr27icX0DnoyViA |
| linkProvider | IEEE |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LSwMxEB5qFdSLj1Z8m4NHVzebbDZ7ltaKtfRQpbeSTSYgyK704e83ictWwYunPC6BGYb5Mo9vAK6RKeSZM0Bj4zji3GBUpFpHsdTUCC6NDe3Rr8NsNJLTaT5uwU3TC4OIofgMb_025PJNpVc-VHbnfk6MUbEBm35yVt2ttY6o5MKnkcPfXMbMQwteU-w0518zVIIL6e_97_F96K578ci48TIH0MLyEHZ_0Ah2HOAOdMzE4U-iSFMQRFRNOEIqS3q9B-I9liFVSTyJpXp3SygBX3Thpd-b3A-iejBC9Oa8_TKixtBCmSQtkkSmJnEwSfKEY66pzpx4M-3sltHCuhuLRapUYVmGknK0SWYoO4J2WZV4DITyNEfLjQPZgjvFFMIK5iCNzlIUQvIT6HhRzD6-uS9mtRRO_76-gu3B5Hk4Gz6Ons5gJxS-hXDFObSX8xVewJb-XL4t5pdBdV-ctpjR |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=SICE+2003+annual+Conference+%28IEEE+Cat.+No.03TH8734%29+%3A+4-6+August+2003&rft.atitle=System+for+a+cognitive+analysis+of+EEG+based+on+neural+networks&rft.au=Min+Soo+Kim&rft.au=Hee+Don+Seo&rft.date=2003-01-01&rft.pub=IEEE&rft.isbn=9780780383524&rft.volume=1&rft.spage=66&rft.epage=69+Vol.1&rft.externalDocID=1323316 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=9780780383524/lc.gif&client=summon&freeimage=true |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=9780780383524/mc.gif&client=summon&freeimage=true |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=9780780383524/sc.gif&client=summon&freeimage=true |