Matches in SemOpenAlex for { <https://semopenalex.org/work/W2575538374> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2575538374 endingPage "12" @default.
- W2575538374 startingPage "A" @default.
- W2575538374 abstract "Dynamical systems, which are described using differential equations, present numerous benefits for time-series information processing. They can accommodate continuous changes and dynamic features. However, they are not good for processing complex spatiotemporal patterns such as a temporal order of motions. Therefore, they are often combined with symbol-processing systems or discrete-event systems to produce hybrid systems. As described herein, we propose a method of processing sequences of elementary motions based only on distributed representations and a neurodynamical system. To assess the method’s possibilities, we constructed a human motion estimation system using a trajectory attractor model: a recurrent neural network with continuous-time dynamics. This system can deal analogically with novel hand and arm motions based on similarity between code patterns. Additionally, it can process complex sequences of motions in a robust manner because the network state is attracted to a long trajectory attractor formed in a series of subspaces corresponding to elementary motions. Then the network makes stable state transitions along the trajectory. Experimentally obtained results obtained from surface myoelectric signals show that the system estimated 15 complex hand and arm motions with average accuracy of about 86%, demonstrating the great potential of this system." @default.
- W2575538374 created "2017-01-26" @default.
- W2575538374 creator A5062038966 @default.
- W2575538374 date "2017-01-01" @default.
- W2575538374 modified "2023-10-04" @default.
- W2575538374 title "Estimation of Hand Motions Based on Distributed Representations and Neurodynamics" @default.
- W2575538374 cites W1910567995 @default.
- W2575538374 cites W205765930 @default.
- W2575538374 cites W2069671775 @default.
- W2575538374 cites W2103927100 @default.
- W2575538374 cites W2110485445 @default.
- W2575538374 cites W2121380677 @default.
- W2575538374 cites W2134518303 @default.
- W2575538374 cites W2157548127 @default.
- W2575538374 cites W341057601 @default.
- W2575538374 doi "https://doi.org/10.1527/tjsai.a-g43" @default.
- W2575538374 hasPublicationYear "2017" @default.
- W2575538374 type Work @default.
- W2575538374 sameAs 2575538374 @default.
- W2575538374 citedByCount "0" @default.
- W2575538374 crossrefType "journal-article" @default.
- W2575538374 hasAuthorship W2575538374A5062038966 @default.
- W2575538374 hasBestOaLocation W25755383741 @default.
- W2575538374 hasConcept C111919701 @default.
- W2575538374 hasConcept C11413529 @default.
- W2575538374 hasConcept C121332964 @default.
- W2575538374 hasConcept C1276947 @default.
- W2575538374 hasConcept C134306372 @default.
- W2575538374 hasConcept C13662910 @default.
- W2575538374 hasConcept C143724316 @default.
- W2575538374 hasConcept C151730666 @default.
- W2575538374 hasConcept C154945302 @default.
- W2575538374 hasConcept C164380108 @default.
- W2575538374 hasConcept C33923547 @default.
- W2575538374 hasConcept C33962884 @default.
- W2575538374 hasConcept C41008148 @default.
- W2575538374 hasConcept C48103436 @default.
- W2575538374 hasConcept C50644808 @default.
- W2575538374 hasConcept C62520636 @default.
- W2575538374 hasConcept C79379906 @default.
- W2575538374 hasConcept C86803240 @default.
- W2575538374 hasConcept C98045186 @default.
- W2575538374 hasConceptScore W2575538374C111919701 @default.
- W2575538374 hasConceptScore W2575538374C11413529 @default.
- W2575538374 hasConceptScore W2575538374C121332964 @default.
- W2575538374 hasConceptScore W2575538374C1276947 @default.
- W2575538374 hasConceptScore W2575538374C134306372 @default.
- W2575538374 hasConceptScore W2575538374C13662910 @default.
- W2575538374 hasConceptScore W2575538374C143724316 @default.
- W2575538374 hasConceptScore W2575538374C151730666 @default.
- W2575538374 hasConceptScore W2575538374C154945302 @default.
- W2575538374 hasConceptScore W2575538374C164380108 @default.
- W2575538374 hasConceptScore W2575538374C33923547 @default.
- W2575538374 hasConceptScore W2575538374C33962884 @default.
- W2575538374 hasConceptScore W2575538374C41008148 @default.
- W2575538374 hasConceptScore W2575538374C48103436 @default.
- W2575538374 hasConceptScore W2575538374C50644808 @default.
- W2575538374 hasConceptScore W2575538374C62520636 @default.
- W2575538374 hasConceptScore W2575538374C79379906 @default.
- W2575538374 hasConceptScore W2575538374C86803240 @default.
- W2575538374 hasConceptScore W2575538374C98045186 @default.
- W2575538374 hasIssue "1" @default.
- W2575538374 hasLocation W25755383741 @default.
- W2575538374 hasOpenAccess W2575538374 @default.
- W2575538374 hasPrimaryLocation W25755383741 @default.
- W2575538374 hasRelatedWork W2003337226 @default.
- W2575538374 hasRelatedWork W2013439845 @default.
- W2575538374 hasRelatedWork W2037091548 @default.
- W2575538374 hasRelatedWork W2059284236 @default.
- W2575538374 hasRelatedWork W2098064082 @default.
- W2575538374 hasRelatedWork W2127604365 @default.
- W2575538374 hasRelatedWork W2473223294 @default.
- W2575538374 hasRelatedWork W2767618728 @default.
- W2575538374 hasRelatedWork W3023214997 @default.
- W2575538374 hasRelatedWork W3124656752 @default.
- W2575538374 hasVolume "32" @default.
- W2575538374 isParatext "false" @default.
- W2575538374 isRetracted "false" @default.
- W2575538374 magId "2575538374" @default.
- W2575538374 workType "article" @default.