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- Title
Adaptive recognition of epileptic EEG signals based on 0-order TSK type transfer fuzzy system.
- Authors
Yang Changjian; Deng Zhaohong; Jiang Yizhang; Wang Shitong
- Abstract
Among many intelligent methods for EEG signals recognition, traditional fuzzy system modeling method assumed that the training data set and testing set followed the same distribution. In practical applications, this assumption was facing a severe challenge. In view of the above challenge, this paper addressed the transductive 0-order fuzzy system modeling method in order to cater for the migration environment about data distribution. It constructed transductive 0-order fuzzy system objective function based on two classification model to train system parameters. The results of transductive transfer 0-order TSK-type fuzzy system (TL-0-TSK-FS) algorithm in the study of adaptive identification of epileptic EEG signals show the superiority over relative methods.
- Publication
Application Research of Computers / Jisuanji Yingyong Yanjiu, 2015, Vol 32, Issue 8, p2276
- ISSN
1001-3695
- Publication type
Article
- DOI
10.3969/j.issn.1001-3695.2015.08.008