Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367355180> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4367355180 endingPage "965" @default.
- W4367355180 startingPage "953" @default.
- W4367355180 abstract "This research shows the performance of a multilayer perceptron (MLP) neural network in the classification of electroencephalographic (EEG) signals, for which the Emotiv Insight headset is used for the signal acquisition stage in order to generate data from EEG recordings, where two types of brain patterns were previously selected for this stage: left winks and right winks; so that through preprocessing stages, feature extraction, the feature matrix of the collected data is generated and thus form the input patterns to be used by the neural network in its training process. The main objective of the research is to make use of the classification model generated as a result of the neural network training in OFF LINE mode, thus an application has been designed in which this model is tested to evaluate if the outputs it emits correspond to the type of recording that is delivered as input. Therefore, the precision performance of the model during the testing phase was 90%, thus, the model can be considered to work in an application that requires to be covered in ON LINE mode, for example, in the so-called BCI systems (Brain Computer Interface), that translate the user's brain activity into control commands." @default.
- W4367355180 created "2023-04-30" @default.
- W4367355180 creator A5004817245 @default.
- W4367355180 creator A5031305229 @default.
- W4367355180 creator A5042159817 @default.
- W4367355180 creator A5052503929 @default.
- W4367355180 date "2023-01-01" @default.
- W4367355180 modified "2023-10-10" @default.
- W4367355180 title "Artificial Neural Networks and Their Application in EEG Signal Classification" @default.
- W4367355180 cites W1975738442 @default.
- W4367355180 cites W1976316760 @default.
- W4367355180 cites W2049298035 @default.
- W4367355180 cites W2415699258 @default.
- W4367355180 cites W2540507509 @default.
- W4367355180 cites W2898826767 @default.
- W4367355180 cites W2979543333 @default.
- W4367355180 cites W3036294851 @default.
- W4367355180 cites W3048171820 @default.
- W4367355180 cites W3149923396 @default.
- W4367355180 cites W3163086466 @default.
- W4367355180 cites W3171273282 @default.
- W4367355180 cites W4205256754 @default.
- W4367355180 doi "https://doi.org/10.1007/978-3-031-29860-8_95" @default.
- W4367355180 hasPublicationYear "2023" @default.
- W4367355180 type Work @default.
- W4367355180 citedByCount "0" @default.
- W4367355180 crossrefType "book-chapter" @default.
- W4367355180 hasAuthorship W4367355180A5004817245 @default.
- W4367355180 hasAuthorship W4367355180A5031305229 @default.
- W4367355180 hasAuthorship W4367355180A5042159817 @default.
- W4367355180 hasAuthorship W4367355180A5052503929 @default.
- W4367355180 hasConcept C10551718 @default.
- W4367355180 hasConcept C111919701 @default.
- W4367355180 hasConcept C118552586 @default.
- W4367355180 hasConcept C138885662 @default.
- W4367355180 hasConcept C153180895 @default.
- W4367355180 hasConcept C154945302 @default.
- W4367355180 hasConcept C15744967 @default.
- W4367355180 hasConcept C173201364 @default.
- W4367355180 hasConcept C179717631 @default.
- W4367355180 hasConcept C199360897 @default.
- W4367355180 hasConcept C2776401178 @default.
- W4367355180 hasConcept C2779843651 @default.
- W4367355180 hasConcept C2780657452 @default.
- W4367355180 hasConcept C28490314 @default.
- W4367355180 hasConcept C34736171 @default.
- W4367355180 hasConcept C41008148 @default.
- W4367355180 hasConcept C41895202 @default.
- W4367355180 hasConcept C50644808 @default.
- W4367355180 hasConcept C522805319 @default.
- W4367355180 hasConcept C52622490 @default.
- W4367355180 hasConcept C60908668 @default.
- W4367355180 hasConcept C76155785 @default.
- W4367355180 hasConcept C98045186 @default.
- W4367355180 hasConceptScore W4367355180C10551718 @default.
- W4367355180 hasConceptScore W4367355180C111919701 @default.
- W4367355180 hasConceptScore W4367355180C118552586 @default.
- W4367355180 hasConceptScore W4367355180C138885662 @default.
- W4367355180 hasConceptScore W4367355180C153180895 @default.
- W4367355180 hasConceptScore W4367355180C154945302 @default.
- W4367355180 hasConceptScore W4367355180C15744967 @default.
- W4367355180 hasConceptScore W4367355180C173201364 @default.
- W4367355180 hasConceptScore W4367355180C179717631 @default.
- W4367355180 hasConceptScore W4367355180C199360897 @default.
- W4367355180 hasConceptScore W4367355180C2776401178 @default.
- W4367355180 hasConceptScore W4367355180C2779843651 @default.
- W4367355180 hasConceptScore W4367355180C2780657452 @default.
- W4367355180 hasConceptScore W4367355180C28490314 @default.
- W4367355180 hasConceptScore W4367355180C34736171 @default.
- W4367355180 hasConceptScore W4367355180C41008148 @default.
- W4367355180 hasConceptScore W4367355180C41895202 @default.
- W4367355180 hasConceptScore W4367355180C50644808 @default.
- W4367355180 hasConceptScore W4367355180C522805319 @default.
- W4367355180 hasConceptScore W4367355180C52622490 @default.
- W4367355180 hasConceptScore W4367355180C60908668 @default.
- W4367355180 hasConceptScore W4367355180C76155785 @default.
- W4367355180 hasConceptScore W4367355180C98045186 @default.
- W4367355180 hasLocation W43673551801 @default.
- W4367355180 hasOpenAccess W4367355180 @default.
- W4367355180 hasPrimaryLocation W43673551801 @default.
- W4367355180 hasRelatedWork W1902766772 @default.
- W4367355180 hasRelatedWork W2260347576 @default.
- W4367355180 hasRelatedWork W2338394561 @default.
- W4367355180 hasRelatedWork W2901234301 @default.
- W4367355180 hasRelatedWork W2979932009 @default.
- W4367355180 hasRelatedWork W3165474073 @default.
- W4367355180 hasRelatedWork W3197541072 @default.
- W4367355180 hasRelatedWork W4220672327 @default.
- W4367355180 hasRelatedWork W4221160179 @default.
- W4367355180 hasRelatedWork W2129870392 @default.
- W4367355180 isParatext "false" @default.
- W4367355180 isRetracted "false" @default.
- W4367355180 workType "book-chapter" @default.