A Spatio-Temporal Capsule Neural Network with Self-Correlation Routing for EEG Decoding of Semantic Concepts of Imagination and Perception Tasks

Decoding semantic concepts for imagination and perception tasks (SCIP) is important for rehabilitation medicine as well as cognitive neuroscience. Electroencephalogram (EEG) is commonly used in the relevant fields, because it is a low-cost noninvasive technique with high temporal resolution. However...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Jianxi Huang, Yinghui Chang, Wenyu Li, Jigang Tong, Shengzhi Du
Format:	Article
Language:	English
Published:	MDPI AG 2024-09-01
Subjects:	brain-computer interface (BCI) EEG decoding semantic concepts capsule neural network self-correlation routing
Online Access:	https://www.mdpi.com/1424-8220/24/18/5988