Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205996132> ?p ?o ?g. }
- W4205996132 endingPage "12" @default.
- W4205996132 startingPage "1" @default.
- W4205996132 abstract "The superiority of collaborative brain-computer interface (cBCI) in performance enhancement makes it an effective way to break through the performance bottleneck of the BCI-based dynamic visual target detection. However, the existing cBCIs focus on multi-mind information fusion with a static and unidirectional mode, lacking the information interaction and learning guidance among multiple agents. Here, we propose a novel cBCI framework to enhance the group detection performance of dynamic visual targets. Specifically, a mutual learning domain adaptation network (MLDANet) with information interaction, dynamic learning, and individual transferring abilities is developed as the core of the cBCI framework. MLDANet takes P3-sSDA network as individual network unit, introduces mutual learning strategy, and establishes a dynamic interactive learning mechanism between individual networks and collaborative decision-making at the neural decision level. The results indicate that the proposed MLDANet-cBCI framework can achieve the best group detection performance, and the mutual learning strategy can improve the detection ability of individual networks. In MLDANet-cBCI, the F1 scores of collaborative detection and individual network are 0.12 and 0.19 higher than those in the multi-classifier cBCI, respectively, when three minds collaborate. Thus, the proposed framework breaks through the traditional multi-mind collaborative mode and exhibits a superior group detection performance of dynamic visual targets, which is also of great significance for the practical application of multi-mind collaboration." @default.
- W4205996132 created "2022-01-26" @default.
- W4205996132 creator A5025367860 @default.
- W4205996132 creator A5026053703 @default.
- W4205996132 creator A5045572902 @default.
- W4205996132 creator A5046571316 @default.
- W4205996132 creator A5064578813 @default.
- W4205996132 creator A5071065466 @default.
- W4205996132 creator A5081266619 @default.
- W4205996132 creator A5081768187 @default.
- W4205996132 date "2022-01-18" @default.
- W4205996132 modified "2023-10-14" @default.
- W4205996132 title "A Collaborative Brain-Computer Interface Framework for Enhancing Group Detection Performance of Dynamic Visual Targets" @default.
- W4205996132 cites W1506880813 @default.
- W4205996132 cites W1782934232 @default.
- W4205996132 cites W1979217317 @default.
- W4205996132 cites W1991304890 @default.
- W4205996132 cites W2024855129 @default.
- W4205996132 cites W2039271890 @default.
- W4205996132 cites W2057124729 @default.
- W4205996132 cites W2061972361 @default.
- W4205996132 cites W2137916148 @default.
- W4205996132 cites W2142280324 @default.
- W4205996132 cites W2145849324 @default.
- W4205996132 cites W2487117761 @default.
- W4205996132 cites W2496740865 @default.
- W4205996132 cites W2517387794 @default.
- W4205996132 cites W2602361788 @default.
- W4205996132 cites W2616977573 @default.
- W4205996132 cites W2743688646 @default.
- W4205996132 cites W2756928350 @default.
- W4205996132 cites W2912218992 @default.
- W4205996132 cites W2913911207 @default.
- W4205996132 cites W2914708729 @default.
- W4205996132 cites W2942597331 @default.
- W4205996132 cites W2945342216 @default.
- W4205996132 cites W2949555179 @default.
- W4205996132 cites W3007612421 @default.
- W4205996132 cites W3010506751 @default.
- W4205996132 cites W3042933396 @default.
- W4205996132 cites W3080395176 @default.
- W4205996132 cites W3188065332 @default.
- W4205996132 cites W3197862668 @default.
- W4205996132 cites W3207696354 @default.
- W4205996132 doi "https://doi.org/10.1155/2022/4752450" @default.
- W4205996132 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35087580" @default.
- W4205996132 hasPublicationYear "2022" @default.
- W4205996132 type Work @default.
- W4205996132 citedByCount "4" @default.
- W4205996132 countsByYear W42059961322022 @default.
- W4205996132 countsByYear W42059961322023 @default.
- W4205996132 crossrefType "journal-article" @default.
- W4205996132 hasAuthorship W4205996132A5025367860 @default.
- W4205996132 hasAuthorship W4205996132A5026053703 @default.
- W4205996132 hasAuthorship W4205996132A5045572902 @default.
- W4205996132 hasAuthorship W4205996132A5046571316 @default.
- W4205996132 hasAuthorship W4205996132A5064578813 @default.
- W4205996132 hasAuthorship W4205996132A5071065466 @default.
- W4205996132 hasAuthorship W4205996132A5081266619 @default.
- W4205996132 hasAuthorship W4205996132A5081768187 @default.
- W4205996132 hasBestOaLocation W42059961321 @default.
- W4205996132 hasConcept C107457646 @default.
- W4205996132 hasConcept C113843644 @default.
- W4205996132 hasConcept C118552586 @default.
- W4205996132 hasConcept C119857082 @default.
- W4205996132 hasConcept C129307140 @default.
- W4205996132 hasConcept C138020889 @default.
- W4205996132 hasConcept C149635348 @default.
- W4205996132 hasConcept C154945302 @default.
- W4205996132 hasConcept C15744967 @default.
- W4205996132 hasConcept C157915830 @default.
- W4205996132 hasConcept C173201364 @default.
- W4205996132 hasConcept C173608175 @default.
- W4205996132 hasConcept C2780513914 @default.
- W4205996132 hasConcept C41008148 @default.
- W4205996132 hasConcept C522805319 @default.
- W4205996132 hasConcept C56739046 @default.
- W4205996132 hasConceptScore W4205996132C107457646 @default.
- W4205996132 hasConceptScore W4205996132C113843644 @default.
- W4205996132 hasConceptScore W4205996132C118552586 @default.
- W4205996132 hasConceptScore W4205996132C119857082 @default.
- W4205996132 hasConceptScore W4205996132C129307140 @default.
- W4205996132 hasConceptScore W4205996132C138020889 @default.
- W4205996132 hasConceptScore W4205996132C149635348 @default.
- W4205996132 hasConceptScore W4205996132C154945302 @default.
- W4205996132 hasConceptScore W4205996132C15744967 @default.
- W4205996132 hasConceptScore W4205996132C157915830 @default.
- W4205996132 hasConceptScore W4205996132C173201364 @default.
- W4205996132 hasConceptScore W4205996132C173608175 @default.
- W4205996132 hasConceptScore W4205996132C2780513914 @default.
- W4205996132 hasConceptScore W4205996132C41008148 @default.
- W4205996132 hasConceptScore W4205996132C522805319 @default.
- W4205996132 hasConceptScore W4205996132C56739046 @default.
- W4205996132 hasFunder F4320321001 @default.
- W4205996132 hasLocation W42059961321 @default.
- W4205996132 hasLocation W42059961322 @default.
- W4205996132 hasLocation W42059961323 @default.
- W4205996132 hasLocation W42059961324 @default.