Multi-Head Self-Attention Model for Classification of Temporal Lobe Epilepsy Subtypes

Multi-Head Self-Attention Model for Classification of Temporal Lobe Epilepsy Subtypes

As a long-standing chronic disease, Temporal Lobe Epilepsy (TLE), resulting from abnormal discharges of neurons and characterized by recurrent episodic central nervous system dysfunctions, has affected more than 70% of drug-resistant epilepsy patients across the world. As the etiology and clinical s...

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Bibliographic Details
Main Authors: Peipei Gu, Ting Wu, Mingyang Zou, Yijie Pan, Jiayang Guo, Jianbing Xiahou, Xueping Peng, Hailong Li, Junxia Ma, Ling Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Physiology
Subjects:
TLE diagnosis
self-attention model
epilepsy classification
temporal lobe epilepsy detection
multi-head self-attention
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2020.604764/full

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https://www.frontiersin.org/articles/10.3389/fphys.2020.604764/full

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