Observatorio de I+D+i UPM

Memorias de investigación
Communications at congresses:
Two Different Approaches of Feature Extraction for Classifying the EEG Signals
Year:2011
Research Areas
  • Information technology and adata processing
Information
Abstract
The focus of this chapter is to study feature extraction and pattern classification methods from two medical areas, Stabilometry and Electroencephalography (EEG). Stabilometry is the branch of medicine responsible for examining balance in human beings. Balance and dizziness disorders are probably two of the most common illnesses that physicians have to deal with. In Stabilometry, the key nuggets of information in a time series signal are concentrated within definite time periods are known as events. In this chapter, two feature extraction schemes have been developed to identify and characterise the events in Stabilometry and EEG signals. Based on these extracted features, an Adaptive Fuzzy Inference Neural network has been applied for classification of Stabilometry and EEG signals.
International
Si
Congress
12th INNS EANN-SIG International Conference (EANN 2011) and 7th IFIP WG 12.5 International Conference (AIAI 2011)
960
Place
Corfu, Grecia
Reviewers
Si
ISBN/ISSN
1868-4238
10.1007/978-3-642-23957-1
Start Date
15/09/2010
End Date
18/09/2010
From page
229
To page
239
Engineering Application of Neural Networks, in IFIP Advances in Information and Communication Technology
Participants
  • Autor: Juan Pedro Caraca-Valente Hernandez (UPM)
  • Autor: Aurora Perez Perez (UPM)
  • Autor: JUAN ALFONSO LARA TORRALBO (UPM)
  • Autor: Pari Jahankhani (University of Westminster, Reino Unido)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Investigación en Tecnología Informática y de las Comunicaciones: CETTICO
S2i 2019 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)