Epilepsy Signal Recognition Using Online Transfer TSK Fuzzy Classifier Underlying Classification Error and Joint Distribution Consensus Regularization

Yuanpeng Zhang,Ziyuan Zhou,Wenjie Pan,Heming Bai,Wei Liu,Li Wang,Chuang Lin

IEEE/ACM Transactions on Computational Biology and Bioinformatics（2021）

引用 6|浏览88

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摘要

In this study, an online transfer TSK fuzzy classifier O-T-TSK-FC is proposed for recognizing epilepsy signals. Compared with most of the existing transfer learning models, O-T-TSK-FC enjoys its merits from the following three aspects: 1) Since different patients often response to the same neuronal firing stimulation in different neural manners, the labeled data in the source domain cannot accurat...

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关键词

Feature extraction,Electroencephalography,Brain modeling,Calibration,Epilepsy,Training,Probability distribution

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