Physics-Informed Attention Temporal Convolutional Network for EEG-Based Motor Imagery Classification

Author:

Altaheri Hamdi1ORCID,Muhammad Ghulam1ORCID,Alsulaiman Mansour1ORCID

Affiliation:

1. Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia

Funder

Deputyship for Research and Innovation

Ministry of Education in Saudi Arabia

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Information Systems,Control and Systems Engineering

Reference33 articles.

1. Layer normalization;ba,2016

2. Deep learning with convolutional neural networks for EEG decoding and visualization

3. Batch normalization: Accelerating deep network training by reducing internal covariate shift;ioffe;Proc Int Conf Mach Learn,2015

4. BCI competition 2008–Graz data set A;brunner;Institute for Knowledge Discovery Graze University of Technology,2008

5. Attention-Inception and Long Short-Term Memory-based Electroencephalography Classification for Motor Imagery Tasks in Rehabilitation

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