Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367550061> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4367550061 endingPage "531" @default.
- W4367550061 startingPage "527" @default.
- W4367550061 abstract "The method and results of recognizing single Japanese sounds using surface electromyography (sEMG) signals generated from muscles around the mouth are presented. We determined six features of the waveforms of four muscles (a total of 24 indexes) and recognized 45 single Japanese sounds. We used machine learning with a neural network to improve sound recognition. The neural network has a 24 node input layer, a 100 node intermediate layer, and a 45 node output layer. Each index of a sound was entered into the input layer; the probabilities of the sound were output to the output layer. They were compared, and the output (sound) with the highest probability was determined to be a recognition sound. We used the cross-entropy loss as the loss function and gradient descent as the machine learning method. Machine learning, which built a neural network, has dramatically increased recognition; it stands at approximately 94%." @default.
- W4367550061 created "2023-05-01" @default.
- W4367550061 creator A5064626984 @default.
- W4367550061 creator A5074850142 @default.
- W4367550061 creator A5080319330 @default.
- W4367550061 date "2023-05-01" @default.
- W4367550061 modified "2023-09-25" @default.
- W4367550061 title "Recognition of Single Japanese Sounds using Surface Electromyography Signals by Machine Learning" @default.
- W4367550061 doi "https://doi.org/10.1541/ieejeiss.143.527" @default.
- W4367550061 hasPublicationYear "2023" @default.
- W4367550061 type Work @default.
- W4367550061 citedByCount "0" @default.
- W4367550061 crossrefType "journal-article" @default.
- W4367550061 hasAuthorship W4367550061A5064626984 @default.
- W4367550061 hasAuthorship W4367550061A5074850142 @default.
- W4367550061 hasAuthorship W4367550061A5080319330 @default.
- W4367550061 hasConcept C118552586 @default.
- W4367550061 hasConcept C121332964 @default.
- W4367550061 hasConcept C153180895 @default.
- W4367550061 hasConcept C153258448 @default.
- W4367550061 hasConcept C154945302 @default.
- W4367550061 hasConcept C15744967 @default.
- W4367550061 hasConcept C159985019 @default.
- W4367550061 hasConcept C192562407 @default.
- W4367550061 hasConcept C197424946 @default.
- W4367550061 hasConcept C203718221 @default.
- W4367550061 hasConcept C24890656 @default.
- W4367550061 hasConcept C2777515770 @default.
- W4367550061 hasConcept C2779227376 @default.
- W4367550061 hasConcept C28490314 @default.
- W4367550061 hasConcept C41008148 @default.
- W4367550061 hasConcept C50644808 @default.
- W4367550061 hasConcept C554190296 @default.
- W4367550061 hasConcept C62611344 @default.
- W4367550061 hasConcept C76155785 @default.
- W4367550061 hasConceptScore W4367550061C118552586 @default.
- W4367550061 hasConceptScore W4367550061C121332964 @default.
- W4367550061 hasConceptScore W4367550061C153180895 @default.
- W4367550061 hasConceptScore W4367550061C153258448 @default.
- W4367550061 hasConceptScore W4367550061C154945302 @default.
- W4367550061 hasConceptScore W4367550061C15744967 @default.
- W4367550061 hasConceptScore W4367550061C159985019 @default.
- W4367550061 hasConceptScore W4367550061C192562407 @default.
- W4367550061 hasConceptScore W4367550061C197424946 @default.
- W4367550061 hasConceptScore W4367550061C203718221 @default.
- W4367550061 hasConceptScore W4367550061C24890656 @default.
- W4367550061 hasConceptScore W4367550061C2777515770 @default.
- W4367550061 hasConceptScore W4367550061C2779227376 @default.
- W4367550061 hasConceptScore W4367550061C28490314 @default.
- W4367550061 hasConceptScore W4367550061C41008148 @default.
- W4367550061 hasConceptScore W4367550061C50644808 @default.
- W4367550061 hasConceptScore W4367550061C554190296 @default.
- W4367550061 hasConceptScore W4367550061C62611344 @default.
- W4367550061 hasConceptScore W4367550061C76155785 @default.
- W4367550061 hasIssue "5" @default.
- W4367550061 hasLocation W43675500611 @default.
- W4367550061 hasOpenAccess W4367550061 @default.
- W4367550061 hasPrimaryLocation W43675500611 @default.
- W4367550061 hasRelatedWork W2004858545 @default.
- W4367550061 hasRelatedWork W2034702404 @default.
- W4367550061 hasRelatedWork W2047037193 @default.
- W4367550061 hasRelatedWork W2054105669 @default.
- W4367550061 hasRelatedWork W2156694948 @default.
- W4367550061 hasRelatedWork W2386387936 @default.
- W4367550061 hasRelatedWork W3107474891 @default.
- W4367550061 hasRelatedWork W3156808687 @default.
- W4367550061 hasRelatedWork W4237539070 @default.
- W4367550061 hasRelatedWork W4296628020 @default.
- W4367550061 hasVolume "143" @default.
- W4367550061 isParatext "false" @default.
- W4367550061 isRetracted "false" @default.
- W4367550061 workType "article" @default.