Seizure Classification From EEG Signals Using an Online Selective Transfer TSK Fuzzy Classifier With Joint Distribution Adaption and Manifold Regularization

Seizure Classification From EEG Signals Using an Online Selective Transfer TSK Fuzzy Classifier With Joint Distribution Adaption and Manifold Regularization

To recognize abnormal electroencephalogram (EEG) signals for epileptics, in this study, we proposed an online selective transfer TSK fuzzy classifier underlying joint distribution adaption and manifold regularization. Compared with most of the existing transfer classifiers, our classifier has its ow...

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Bibliographic Details
Main Authors: Yuanpeng Zhang, Ziyuan Zhou, Heming Bai, Wei Liu, Li Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-06-01
Series:Frontiers in Neuroscience
Subjects:
seizure classification
brain-computer interface
transfer learning
joint distribution adaption
manifold regularization
TSK fuzzy classifier
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2020.00496/full

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