Workflow of WPD approach.

<div><p>Motor imagery (MI) classification has been commonly employed in making brain-computer interfaces (BCI) to manage the outside tools as a substitute neural muscular path. Effectual MI classification in BCI improves communication and mobility for people with a breakdown or motor dam...

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Bibliographic Details
Main Author:	Fatmah Yousef Assiri (20308146) (author)
Other Authors:	Mahmoud Ragab (8987) (author)
Published:	2024
Subjects:	Neuroscience Plant Biology Biological Sciences not elsewhere classified Information Systems not elsewhere classified wavelet packet decomposition aggressive neural recordings brain action linked brain &# 8217 superior accuracy value right limb actions procedure allows individuals motor image tasks hierarchical feature patterns tuned dl approach bci improves communication motor imagery classification dl methodology portrayed effectual mi classification enhanced densenet model dl methodology classification procedure making brain simulation value motor disabilities motor damage interpret patterns exterior actions visualizing left technique based performance validation outside tools model extracts mi identification machine learning employing electroencephalography deep learning convolutional autoencoder computer interfaces computer borders commonly employed benchmark dataset article presents
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Workflow of WPD approach.

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