FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2989145158> ?p ?o ?g. }

• W2989145158 endingPage "101747" @default.
• W2989145158 startingPage "101747" @default.
• W2989145158 abstract "As new human-computer interaction technology, brain-computer interface has been widely used in various fields of life. The study of EEG signals cannot only improve people's awareness of the brain, but also establish new ways for the brain to communicate with the outside world. This paper takes the motion imaging EEG signal as the research object and proposes an innovative semi-supervised model called KNN-based smooth auto-encoder (k-SAE). K-SAE looks for the nearest neighbor values of the samples to construct a new input and learns the robust features representation by reconstructing this new input instead of the original input, which is different from the traditional automatic encoder (AE). The Gaussian filter is selected as the convolution kernel function in k-SAE to smooth the noise in the feature. Besides, the data information and spatial position of the feature map are recorded by max-pooling and unpooling, that help to prevent loss of important information. The method is applied to two data sets for feature extraction and classification experiments of motor imaging EEG signals. The experimental results show that k-SAE achieves good recognition accuracy and outperforms other state-of-the-art recognition algorithms." @default.
• W2989145158 created "2019-11-22" @default.
• W2989145158 creator A5008541218 @default.
• W2989145158 creator A5008948004 @default.
• W2989145158 creator A5040283742 @default.
• W2989145158 creator A5068080767 @default.
• W2989145158 date "2019-11-01" @default.
• W2989145158 modified "2023-10-10" @default.
• W2989145158 title "Motor imagery EEG recognition with KNN-based smooth auto-encoder" @default.
• W2989145158 cites W1147354400 @default.
• W2989145158 cites W138441630 @default.
• W2989145158 cites W1631373552 @default.
• W2989145158 cites W1820534876 @default.
• W2989145158 cites W1843925602 @default.
• W2989145158 cites W1976715276 @default.
• W2989145158 cites W2016299781 @default.
• W2989145158 cites W2024486946 @default.
• W2989145158 cites W2038642630 @default.
• W2989145158 cites W2065274920 @default.
• W2989145158 cites W2076346683 @default.
• W2989145158 cites W2082070408 @default.
• W2989145158 cites W2091989959 @default.
• W2989145158 cites W2100495367 @default.
• W2989145158 cites W2118953549 @default.
• W2989145158 cites W2150590430 @default.
• W2989145158 cites W2291176881 @default.
• W2989145158 cites W2482168716 @default.
• W2989145158 cites W2507528282 @default.
• W2989145158 cites W2514519898 @default.
• W2989145158 cites W2553222679 @default.
• W2989145158 cites W2606665570 @default.
• W2989145158 cites W2765826006 @default.
• W2989145158 cites W2775259072 @default.
• W2989145158 cites W2778861494 @default.
• W2989145158 cites W2781880940 @default.
• W2989145158 cites W2801586578 @default.
• W2989145158 cites W2807986727 @default.
• W2989145158 doi "https://doi.org/10.1016/j.artmed.2019.101747" @default.
• W2989145158 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31813489" @default.
• W2989145158 hasPublicationYear "2019" @default.
• W2989145158 type Work @default.
• W2989145158 sameAs 2989145158 @default.
• W2989145158 citedByCount "31" @default.
• W2989145158 countsByYear W29891451582020 @default.
• W2989145158 countsByYear W29891451582021 @default.
• W2989145158 countsByYear W29891451582022 @default.
• W2989145158 countsByYear W29891451582023 @default.
• W2989145158 crossrefType "journal-article" @default.
• W2989145158 hasAuthorship W2989145158A5008541218 @default.
• W2989145158 hasAuthorship W2989145158A5008948004 @default.
• W2989145158 hasAuthorship W2989145158A5040283742 @default.
• W2989145158 hasAuthorship W2989145158A5068080767 @default.
• W2989145158 hasConcept C101738243 @default.
• W2989145158 hasConcept C111919701 @default.
• W2989145158 hasConcept C114614502 @default.
• W2989145158 hasConcept C115961682 @default.
• W2989145158 hasConcept C118505674 @default.
• W2989145158 hasConcept C118552586 @default.
• W2989145158 hasConcept C138885662 @default.
• W2989145158 hasConcept C153180895 @default.
• W2989145158 hasConcept C154945302 @default.
• W2989145158 hasConcept C15744967 @default.
• W2989145158 hasConcept C173201364 @default.
• W2989145158 hasConcept C2776401178 @default.
• W2989145158 hasConcept C28490314 @default.
• W2989145158 hasConcept C31972630 @default.
• W2989145158 hasConcept C33923547 @default.
• W2989145158 hasConcept C41008148 @default.
• W2989145158 hasConcept C41895202 @default.
• W2989145158 hasConcept C45347329 @default.
• W2989145158 hasConcept C50644808 @default.
• W2989145158 hasConcept C522805319 @default.
• W2989145158 hasConcept C52622490 @default.
• W2989145158 hasConcept C54808283 @default.
• W2989145158 hasConcept C70437156 @default.
• W2989145158 hasConcept C74193536 @default.
• W2989145158 hasConcept C81363708 @default.
• W2989145158 hasConcept C99498987 @default.
• W2989145158 hasConceptScore W2989145158C101738243 @default.
• W2989145158 hasConceptScore W2989145158C111919701 @default.
• W2989145158 hasConceptScore W2989145158C114614502 @default.
• W2989145158 hasConceptScore W2989145158C115961682 @default.
• W2989145158 hasConceptScore W2989145158C118505674 @default.
• W2989145158 hasConceptScore W2989145158C118552586 @default.
• W2989145158 hasConceptScore W2989145158C138885662 @default.
• W2989145158 hasConceptScore W2989145158C153180895 @default.
• W2989145158 hasConceptScore W2989145158C154945302 @default.
• W2989145158 hasConceptScore W2989145158C15744967 @default.
• W2989145158 hasConceptScore W2989145158C173201364 @default.
• W2989145158 hasConceptScore W2989145158C2776401178 @default.
• W2989145158 hasConceptScore W2989145158C28490314 @default.
• W2989145158 hasConceptScore W2989145158C31972630 @default.
• W2989145158 hasConceptScore W2989145158C33923547 @default.
• W2989145158 hasConceptScore W2989145158C41008148 @default.
• W2989145158 hasConceptScore W2989145158C41895202 @default.
• W2989145158 hasConceptScore W2989145158C45347329 @default.
• W2989145158 hasConceptScore W2989145158C50644808 @default.
• W2989145158 hasConceptScore W2989145158C522805319 @default.

• next