Efficient Feature Extraction for EEG-Based Classification: A Comparative Review of Deep Learning Models.

Saved in:
Bibliographic Details
Title: Efficient Feature Extraction for EEG-Based Classification: A Comparative Review of Deep Learning Models.
Authors: Hallal, Louisa1 (AUTHOR) louisa.hallal1@smu.ca, Rhinelander, Jason1,2 (AUTHOR), Venkat, Ramesh2,3 (AUTHOR), Newman, Aaron1,3 (AUTHOR)
Source: AI. Feb2026, Vol. 7 Issue 2, p50. 63p.
Database: Academic Search Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: asn
DbLabel: Academic Search Ultimate
An: 192097541
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Efficient Feature Extraction for EEG-Based Classification: A Comparative Review of Deep Learning Models.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Hallal%2C+Louisa%22">Hallal, Louisa</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> louisa.hallal1@smu.ca</i><br /><searchLink fieldCode="AR" term="%22Rhinelander%2C+Jason%22">Rhinelander, Jason</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Venkat%2C+Ramesh%22">Venkat, Ramesh</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Newman%2C+Aaron%22">Newman, Aaron</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22AI%22">AI</searchLink>. Feb2026, Vol. 7 Issue 2, p50. 63p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192097541
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/ai7020050
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 63
        StartPage: 50
    Titles:
      – TitleFull: Efficient Feature Extraction for EEG-Based Classification: A Comparative Review of Deep Learning Models.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Hallal, Louisa
      – PersonEntity:
          Name:
            NameFull: Rhinelander, Jason
      – PersonEntity:
          Name:
            NameFull: Venkat, Ramesh
      – PersonEntity:
          Name:
            NameFull: Newman, Aaron
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 02
              Text: Feb2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 26732688
          Numbering:
            – Type: volume
              Value: 7
            – Type: issue
              Value: 2
          Titles:
            – TitleFull: AI
              Type: main
ResultId 1