Parallel convolutional neural network and empirical mode decomposition for high accuracy in motor imagery EEG signal classification

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Bibliographic Details
Main Authors: Jaipriya D., Sriharipriya K. C.
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11737786/?tool=EBI
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author Jaipriya D.
Sriharipriya K. C.
author_facet Jaipriya D.
Sriharipriya K. C.
author_sort Jaipriya D.
collection DOAJ
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institution Kabale University
issn 1932-6203
language English
publishDate 2025-01-01
publisher Public Library of Science (PLoS)
record_format Article
series PLoS ONE
spelling doaj-art-4ac9b9df87d04242b820f478acfc89f82025-01-21T05:31:31ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01201Parallel convolutional neural network and empirical mode decomposition for high accuracy in motor imagery EEG signal classificationJaipriya D.Sriharipriya K. C.https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11737786/?tool=EBI
spellingShingle Jaipriya D.
Sriharipriya K. C.
Parallel convolutional neural network and empirical mode decomposition for high accuracy in motor imagery EEG signal classification
PLoS ONE
title Parallel convolutional neural network and empirical mode decomposition for high accuracy in motor imagery EEG signal classification
title_full Parallel convolutional neural network and empirical mode decomposition for high accuracy in motor imagery EEG signal classification
title_fullStr Parallel convolutional neural network and empirical mode decomposition for high accuracy in motor imagery EEG signal classification
title_full_unstemmed Parallel convolutional neural network and empirical mode decomposition for high accuracy in motor imagery EEG signal classification
title_short Parallel convolutional neural network and empirical mode decomposition for high accuracy in motor imagery EEG signal classification
title_sort parallel convolutional neural network and empirical mode decomposition for high accuracy in motor imagery eeg signal classification
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11737786/?tool=EBI
work_keys_str_mv AT jaipriyad parallelconvolutionalneuralnetworkandempiricalmodedecompositionforhighaccuracyinmotorimageryeegsignalclassification
AT sriharipriyakc parallelconvolutionalneuralnetworkandempiricalmodedecompositionforhighaccuracyinmotorimageryeegsignalclassification