Attention-assisted hybrid 1D CNN-BiLSTM model for predicting electric field induced by transcranial...
Attention-assisted hybrid 1D CNN-BiLSTM model for predicting electric field induced by transcranial magnetic stimulation coil
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London: Nature Publishing Group UK
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English
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London: Nature Publishing Group UK
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Deep learning-based models such as deep neural network (DNN) and convolutional neural network (CNN) have recently been established as state-of-the-art for enumerating electric fields from transcranial magnetic stimulation coil. One of the main challenges related to this electric field enumeration is the prediction time and accuracy. Despite the low...
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Attention-assisted hybrid 1D CNN-BiLSTM model for predicting electric field induced by transcranial magnetic stimulation coil
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TN_cdi_doaj_primary_oai_doaj_org_article_c55c9fe558d84749be0c48625e89d1a6
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_c55c9fe558d84749be0c48625e89d1a6
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-023-29695-6
