DocumentCode
2408917
Title
A survey on soft computing techniques in epileptic seizure detection
Author
Prince, P. Grace Kanmani ; Hemamalini, Rani
Author_Institution
Sathyabama Univ., Chennai, India
fYear
2010
fDate
3-5 Dec. 2010
Firstpage
377
Lastpage
380
Abstract
This paper provides a survey of different soft computing methods used in epileptic seizure detection from the EEG signal of the patient. The soft computing algorithms discussed here are Neural Network, fuzzy logic and probabilistic reasoning. The methodology, application and accuracy of each method are analyzed.
Keywords
electroencephalography; fuzzy logic; inference mechanisms; medical signal processing; neural nets; seizure; EEG signal; electroencephalogram; epileptic seizure detection; fuzzy logic; neural network; probabilistic reasoning; soft computing techniques; Accuracy; Artificial neural networks; Electroencephalography; Feature extraction; Probabilistic logic; Signal resolution; Time frequency analysis; Electroencephalogram (EEG); Epilepsy; seizure; soft computing;
fLanguage
English
Publisher
ieee
Conference_Titel
Emerging Trends in Robotics and Communication Technologies (INTERACT), 2010 International Conference on
Conference_Location
Chennai
Print_ISBN
978-1-4244-9004-2
Type
conf
DOI
10.1109/INTERACT.2010.5706183
Filename
5706183
Link To Document