Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386083211> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4386083211 endingPage "13" @default.
- W4386083211 startingPage "1" @default.
- W4386083211 abstract "Multimodal emotion recognition with EEG-based have become mainstream in affective computing. However, previous studies mainly focus on perceived emotions (including posture, speech or face expression et.al) of different subjects, while the lack of research on induced emotions (including video or music et.al) limited the development of two-ways emotions. To solve this problem, we propose a multimodal domain adaptive method based on EEG and music called the DAST, which uses spatio-temporal adaptive attention (STA-attention) to globally model the EEG and maps all embeddings dynamically into high-dimensionally space by adaptive space encoder (ASE). Then, adversarial training is performed with domain discriminator and ASE to learn invariant emotion representations. Furthermore, we conduct extensive experiments on the DEAP dataset, and the results show that our method can further explore the relationship between induced and perceived emotions, and provide a reliable reference for exploring the potential correlation between EEG and music stimulation." @default.
- W4386083211 created "2023-08-23" @default.
- W4386083211 creator A5008311156 @default.
- W4386083211 creator A5028272399 @default.
- W4386083211 creator A5080368180 @default.
- W4386083211 creator A5081093007 @default.
- W4386083211 date "2023-01-01" @default.
- W4386083211 modified "2023-09-26" @default.
- W4386083211 title "DAST: A domain-adaptive learning combining spatio-temporal dynamic attention for electroencephalography emotion recognition" @default.
- W4386083211 doi "https://doi.org/10.1109/jbhi.2023.3307606" @default.
- W4386083211 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37607151" @default.
- W4386083211 hasPublicationYear "2023" @default.
- W4386083211 type Work @default.
- W4386083211 citedByCount "0" @default.
- W4386083211 crossrefType "journal-article" @default.
- W4386083211 hasAuthorship W4386083211A5008311156 @default.
- W4386083211 hasAuthorship W4386083211A5028272399 @default.
- W4386083211 hasAuthorship W4386083211A5080368180 @default.
- W4386083211 hasAuthorship W4386083211A5081093007 @default.
- W4386083211 hasConcept C111919701 @default.
- W4386083211 hasConcept C118505674 @default.
- W4386083211 hasConcept C119857082 @default.
- W4386083211 hasConcept C120665830 @default.
- W4386083211 hasConcept C121332964 @default.
- W4386083211 hasConcept C153180895 @default.
- W4386083211 hasConcept C154945302 @default.
- W4386083211 hasConcept C15744967 @default.
- W4386083211 hasConcept C169760540 @default.
- W4386083211 hasConcept C192209626 @default.
- W4386083211 hasConcept C2777438025 @default.
- W4386083211 hasConcept C2779803651 @default.
- W4386083211 hasConcept C28490314 @default.
- W4386083211 hasConcept C41008148 @default.
- W4386083211 hasConcept C522805319 @default.
- W4386083211 hasConcept C6438553 @default.
- W4386083211 hasConcept C76155785 @default.
- W4386083211 hasConcept C94915269 @default.
- W4386083211 hasConceptScore W4386083211C111919701 @default.
- W4386083211 hasConceptScore W4386083211C118505674 @default.
- W4386083211 hasConceptScore W4386083211C119857082 @default.
- W4386083211 hasConceptScore W4386083211C120665830 @default.
- W4386083211 hasConceptScore W4386083211C121332964 @default.
- W4386083211 hasConceptScore W4386083211C153180895 @default.
- W4386083211 hasConceptScore W4386083211C154945302 @default.
- W4386083211 hasConceptScore W4386083211C15744967 @default.
- W4386083211 hasConceptScore W4386083211C169760540 @default.
- W4386083211 hasConceptScore W4386083211C192209626 @default.
- W4386083211 hasConceptScore W4386083211C2777438025 @default.
- W4386083211 hasConceptScore W4386083211C2779803651 @default.
- W4386083211 hasConceptScore W4386083211C28490314 @default.
- W4386083211 hasConceptScore W4386083211C41008148 @default.
- W4386083211 hasConceptScore W4386083211C522805319 @default.
- W4386083211 hasConceptScore W4386083211C6438553 @default.
- W4386083211 hasConceptScore W4386083211C76155785 @default.
- W4386083211 hasConceptScore W4386083211C94915269 @default.
- W4386083211 hasLocation W43860832111 @default.
- W4386083211 hasLocation W43860832112 @default.
- W4386083211 hasOpenAccess W4386083211 @default.
- W4386083211 hasPrimaryLocation W43860832111 @default.
- W4386083211 hasRelatedWork W2000038444 @default.
- W4386083211 hasRelatedWork W2230983831 @default.
- W4386083211 hasRelatedWork W2874216385 @default.
- W4386083211 hasRelatedWork W2896481709 @default.
- W4386083211 hasRelatedWork W2980067186 @default.
- W4386083211 hasRelatedWork W3043942984 @default.
- W4386083211 hasRelatedWork W3112498205 @default.
- W4386083211 hasRelatedWork W3169597903 @default.
- W4386083211 hasRelatedWork W3200940908 @default.
- W4386083211 hasRelatedWork W4372259783 @default.
- W4386083211 isParatext "false" @default.
- W4386083211 isRetracted "false" @default.
- W4386083211 workType "article" @default.