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DC Field | Value | Language |
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dc.contributor.author | Palacio Baus, Kenneth Samuel | - |
dc.contributor.author | Minchala Avila, Luis Ismael | - |
dc.contributor.author | Vazquez Rodas, Andres Marcelo | - |
dc.contributor.author | Astudillo Salinas, Darwin Fabian | - |
dc.date.accessioned | 2019-02-06T19:56:30Z | - |
dc.date.available | 2019-02-06T19:56:30Z | - |
dc.date.issued | 2018 | - |
dc.identifier.isbn | 9781538626443 | - |
dc.identifier.issn | 0000-0000 | - |
dc.identifier.uri | http://dspace.ucuenca.edu.ec/handle/123456789/31938 | - |
dc.identifier.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85050904685&doi=10.1109%2fINCISCOS.2017.10&partnerID=40&md5=4849098634c9d1c16bfd999e67769627 | - |
dc.description | This paper presents preliminary results on evaluating the NeuroSky Mindwave headset for upper body motion intention classification. An artificial neural network (ANN) is trained by using a data set built for two different feature extraction methods, one based on the wavelet transform (WT) and another based on the use of spectrograms. Since there are five different types of brain waves,(α, β, γ, Δ, θ) some data aggregation procedures are proposed to reduce the dimensionality of the data set. The classification results show that it is possible to attain a 73.1% of assertion rate. © 2017 IEEE. | - |
dc.description.abstract | This paper presents preliminary results on evaluating the NeuroSky Mindwave headset for upper body motion intention classification. An artificial neural network (ANN) is trained by using a data set built for two different feature extraction methods, one based on the wavelet transform (WT) and another based on the use of spectrograms. Since there are five different types of brain waves,(α, β, γ, Δ, θ) some data aggregation procedures are proposed to reduce the dimensionality of the data set. The classification results show that it is possible to attain a 73.1% of assertion rate. © 2017 IEEE. | - |
dc.language.iso | es_ES | - |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | - |
dc.source | Proceedings - 2017 International Conference on Information Systems and Computer Science, INCISCOS 2017 | - |
dc.subject | Ann | - |
dc.subject | Classificator | - |
dc.subject | Data Compression | - |
dc.subject | Mindwave | - |
dc.title | evaluating the mindwave headset for automatic upper body motion classification | - |
dc.type | ARTÍCULO DE CONFERENCIA | - |
dc.description.city | Quito | - |
dc.ucuenca.idautor | 0103566360 | - |
dc.ucuenca.idautor | 0301453486 | - |
dc.ucuenca.idautor | 0301496840 | - |
dc.ucuenca.idautor | 0103907036 | - |
dc.identifier.doi | 10.1109/INCISCOS.2017.10 | - |
dc.ucuenca.embargoend | 2050-12-31 | - |
dc.ucuenca.version | Versión publicada | - |
dc.ucuenca.embargointerno | 2050-12-31 | - |
dc.ucuenca.areaconocimientounescoamplio | 09 - Salud y Bienestar | - |
dc.ucuenca.afiliacion | Palacio, K., Universidad de Cuenca, Cuenca, Ecuador | - |
dc.ucuenca.afiliacion | Minchala, L., Universidad de Cuenca, Cuenca, Ecuador | - |
dc.ucuenca.afiliacion | Vazquez, A., Universidad de Cuenca, Cuenca, Ecuador | - |
dc.ucuenca.afiliacion | Astudillo, D., Universidad de Cuenca, Cuenca, Ecuador | - |
dc.ucuenca.volumen | volumen 2017-November | - |
dc.ucuenca.indicebibliografico | SCOPUS | - |
dc.ucuenca.numerocitaciones | 0 | - |
dc.ucuenca.areaconocimientofrascatiamplio | 3. Ciencias Médicas y de la Salud | - |
dc.ucuenca.pais | ECUADOR | - |
dc.ucuenca.conferencia | 2nd International Conference on Information Systems and Computer Science, INCISCOS 2017 | - |
dc.ucuenca.areaconocimientofrascatiespecifico | 3.1 Medicina Básica | - |
dc.ucuenca.areaconocimientofrascatidetallado | 3.1.4 Neurociencias | - |
dc.ucuenca.areaconocimientounescoespecifico | 091 - Salud | - |
dc.ucuenca.areaconocimientounescodetallado | 0912 - Medicina | - |
dc.ucuenca.fechainicioconferencia | 2017-11-23 | - |
dc.ucuenca.fechafinconferencia | 2017-11-25 | - |
dc.ucuenca.organizadorconferencia | Sergio Luján, University of Alicante, Spain | - |
dc.ucuenca.comiteorganizadorconferencia | Oswaldo Moscoso, Universidad Tecnológica Equinoccial, Ecuador Luis Terán, University of Fribourg (UniFR), Switzerland | - |
dc.ucuenca.urifuente | https://ieeexplore.ieee.org/document/8328102 | - |
dc.contributor.ponente | Astudillo Salinas, Darwin Fabian | - |
Appears in Collections: | Artículos |
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documento.pdf Until 2050-12-31 | document | 573.33 kB | Adobe PDF | View/Open Request a copy |
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