FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313216519> ?p ?o ?g. }

• W4313216519 endingPage "104453" @default.
• W4313216519 startingPage "104453" @default.
• W4313216519 abstract "Intracortical brain-computer interface (iBCI) systems have evolved into a clinical approach to assist people with disabilities and paralysis. The decoder is one of the most crucial parts of iBCI systems. In reality, it is difficult to maintain efficient performance with a fixed decoder due to frequent changes in the distribution of data recorded over time. To improve the reliability of iBCI systems, usually, it is necessary to recalibrate decoders every time with a large amount of current data. However, it is difficult to obtain enough current data for recalibration. To reduce the recalibration data, we propose a domain adaptation-based decoder calibration framework (DA-DCF) for decoding reach-and grasp movements, which utilizes a small amount of current data and robustly achieves good performance. In the DA-DCF, a source convolutional neural network (CNN) learned representation from source data to initialize the target CNN. Secondly, the target CNN was trained through a confusing domain discriminator until it would not distinguish between the source and target domains. Thirdly, the features transformed by the target CNN were classified by the classifier for movements in the target domain. Finally, the practicality and efficiency of the DA-DCF were evaluated with other comparative frameworks. The comparative experiments were conducted on the data from a male rhesus monkey, which was trained to perform three categories of reach-and-grasp tasks across two sessions. Our results showed that DA-DCF diminished the disparity between source and target data, and significantly reduced the amount of recalibration data while improving the decoding accuracy. It is plausible to utilize DA-DCF in real-time iBCI systems of the forelimb movement control." @default.
• W4313216519 created "2023-01-06" @default.
• W4313216519 creator A5010798965 @default.
• W4313216519 creator A5023007790 @default.
• W4313216519 creator A5036426356 @default.
• W4313216519 creator A5069575445 @default.
• W4313216519 date "2023-03-01" @default.
• W4313216519 modified "2023-09-26" @default.
• W4313216519 title "Decoder calibration framework for intracortical brain-computer interface system via domain adaptation" @default.
• W4313216519 cites W1804209253 @default.
• W4313216519 cites W2006285431 @default.
• W4313216519 cites W2047933600 @default.
• W4313216519 cites W2063743146 @default.
• W4313216519 cites W2087704839 @default.
• W4313216519 cites W2101741048 @default.
• W4313216519 cites W2104137141 @default.
• W4313216519 cites W2114004602 @default.
• W4313216519 cites W2128909182 @default.
• W4313216519 cites W2144910141 @default.
• W4313216519 cites W2165698076 @default.
• W4313216519 cites W2214409633 @default.
• W4313216519 cites W2243428647 @default.
• W4313216519 cites W2312004824 @default.
• W4313216519 cites W2589952473 @default.
• W4313216519 cites W2592815340 @default.
• W4313216519 cites W2593768305 @default.
• W4313216519 cites W2603380332 @default.
• W4313216519 cites W2786808285 @default.
• W4313216519 cites W2790078435 @default.
• W4313216519 cites W2952375713 @default.
• W4313216519 cites W2963403405 @default.
• W4313216519 cites W2970750283 @default.
• W4313216519 cites W2971610554 @default.
• W4313216519 cites W2997421847 @default.
• W4313216519 cites W3005195149 @default.
• W4313216519 cites W3012413426 @default.
• W4313216519 cites W3016977963 @default.
• W4313216519 cites W3047193243 @default.
• W4313216519 cites W3047208690 @default.
• W4313216519 cites W3048617990 @default.
• W4313216519 cites W3121810080 @default.
• W4313216519 doi "https://doi.org/10.1016/j.bspc.2022.104453" @default.
• W4313216519 hasPublicationYear "2023" @default.
• W4313216519 type Work @default.
• W4313216519 citedByCount "1" @default.
• W4313216519 countsByYear W43132165192023 @default.
• W4313216519 crossrefType "journal-article" @default.
• W4313216519 hasAuthorship W4313216519A5010798965 @default.
• W4313216519 hasAuthorship W4313216519A5023007790 @default.
• W4313216519 hasAuthorship W4313216519A5036426356 @default.
• W4313216519 hasAuthorship W4313216519A5069575445 @default.
• W4313216519 hasConcept C11413529 @default.
• W4313216519 hasConcept C118552586 @default.
• W4313216519 hasConcept C153180895 @default.
• W4313216519 hasConcept C154945302 @default.
• W4313216519 hasConcept C15744967 @default.
• W4313216519 hasConcept C171268870 @default.
• W4313216519 hasConcept C173201364 @default.
• W4313216519 hasConcept C199360897 @default.
• W4313216519 hasConcept C2779803651 @default.
• W4313216519 hasConcept C28490314 @default.
• W4313216519 hasConcept C41008148 @default.
• W4313216519 hasConcept C522805319 @default.
• W4313216519 hasConcept C57273362 @default.
• W4313216519 hasConcept C76155785 @default.
• W4313216519 hasConcept C81363708 @default.
• W4313216519 hasConcept C94915269 @default.
• W4313216519 hasConcept C95623464 @default.
• W4313216519 hasConceptScore W4313216519C11413529 @default.
• W4313216519 hasConceptScore W4313216519C118552586 @default.
• W4313216519 hasConceptScore W4313216519C153180895 @default.
• W4313216519 hasConceptScore W4313216519C154945302 @default.
• W4313216519 hasConceptScore W4313216519C15744967 @default.
• W4313216519 hasConceptScore W4313216519C171268870 @default.
• W4313216519 hasConceptScore W4313216519C173201364 @default.
• W4313216519 hasConceptScore W4313216519C199360897 @default.
• W4313216519 hasConceptScore W4313216519C2779803651 @default.
• W4313216519 hasConceptScore W4313216519C28490314 @default.
• W4313216519 hasConceptScore W4313216519C41008148 @default.
• W4313216519 hasConceptScore W4313216519C522805319 @default.
• W4313216519 hasConceptScore W4313216519C57273362 @default.
• W4313216519 hasConceptScore W4313216519C76155785 @default.
• W4313216519 hasConceptScore W4313216519C81363708 @default.
• W4313216519 hasConceptScore W4313216519C94915269 @default.
• W4313216519 hasConceptScore W4313216519C95623464 @default.
• W4313216519 hasLocation W43132165191 @default.
• W4313216519 hasOpenAccess W4313216519 @default.
• W4313216519 hasPrimaryLocation W43132165191 @default.
• W4313216519 hasRelatedWork W2557924869 @default.
• W4313216519 hasRelatedWork W2563096758 @default.
• W4313216519 hasRelatedWork W2767651786 @default.
• W4313216519 hasRelatedWork W2889260105 @default.
• W4313216519 hasRelatedWork W2890646997 @default.
• W4313216519 hasRelatedWork W2912288872 @default.
• W4313216519 hasRelatedWork W2917517086 @default.
• W4313216519 hasRelatedWork W2936488316 @default.
• W4313216519 hasRelatedWork W4225852842 @default.
• W4313216519 hasRelatedWork W564581980 @default.

• next