Epileptic EEG Signals Recognition Using a Deep View-Reduction TSK Fuzzy System With High Interpretability

Takagi-Sugeno-Kang (TSK) fuzzy systems are well known for their good balance between approximation accuracy and interpretability. In this paper, we propose a deep view-reduction TSK fuzzy system termed as DVR-TSK-FS in which two powerful mechanisms associating with a deep structure are developed: 1)...

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Bibliographic Details
Main Authors: Yuanpeng Zhang, Xiangzhe Li, Junqing Zhu, Chunying Wu, Qinfeng Wu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8845762/