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6th Internet World Congress for Biomedical Sciences

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Neural Networks for the Detection of EEG Arousal During Sleep.

Jose Ramon Sepulveda Sanchis(1), Juan Guerrero(2), EMILIO SORIA OLIVAS(3), Antonio Benetó(4), Enriqueta Gómez(5), Antonio J. Serrano López(6)
(1)universidad de valencia - valencia. Spain
(2)Departamento de Electrónica. Universidad de Valencia - Burjassot. Spain
(3)DPTO INGENIERÍA ELECTRONICA. FACULTAD DE FISICAS - BURJASSOT/VALENCIA. Spain
(4)(5)Hospital la Fé - Valencia. Spain
(6)Dpto. Electrónica. Universidad de Valencia - Burjasot. Spain

[ABSTRACT] [INTRODUCTION] [AROUSAL DETECTION SYSTEM] [RESULTS] [CONCLUSIONS] [REFERENCES] [Discussion Board]
RESULTS Previous: DIFFERENT ANXIOLYTIC EFFECTS OF DIAZEPAM IN FISCHER 344 RATS AND TWO STOCKS OF WISTAR RATS IN THE ELEVATED PLUS MAZE Previous: MEDICAL IMAGES RESTORATION BY ISOLATED NOISE SEQUENCES IDENTIFICATION REFERENCES
[Neuroscience]
Next: In vivo effects of testosterone on mouse pyroglutamyl aminopeptidase activity.
[Health Informatics]
Next: NEMESIS: A new telemedicine approach for co-operative work on cardiology

CONCLUSIONS

Due to the non-linearity of the problem linear dicriminants were of no use and artificial neural networks with the apropiate pre and post processing are well suited for the detection of arousal during sleep in EEG.


Discussion Board
Discussion Board

Any Comment to this presentation?

[ABSTRACT] [INTRODUCTION] [AROUSAL DETECTION SYSTEM] [RESULTS] [CONCLUSIONS] [REFERENCES] [Discussion Board]

RESULTS Previous: DIFFERENT ANXIOLYTIC EFFECTS OF DIAZEPAM IN FISCHER 344 RATS AND TWO STOCKS OF WISTAR RATS IN THE ELEVATED PLUS MAZE Previous: MEDICAL IMAGES RESTORATION BY ISOLATED NOISE SEQUENCES IDENTIFICATION REFERENCES
[Neuroscience]
Next: In vivo effects of testosterone on mouse pyroglutamyl aminopeptidase activity.
[Health Informatics]
Next: NEMESIS: A new telemedicine approach for co-operative work on cardiology
Jose Ramon Sepulveda Sanchis, Juan Guerrero, EMILIO SORIA OLIVAS, Antonio Benetó, Enriqueta Gómez, Antonio J. Serrano López
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Last update: 14/01/00