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Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability
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| Published in: | PLOS ONE |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1869210057195913216 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | PLOS ONE |
| description | |
| discipline_display | Open Access Journals |
| discipline_facet | Open Access Journals |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:96610 |
| institution | FRELIP |
| journal_source_facet | PLOS ONE |
| last_indexed | 2026-06-28T03:33:42.992Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability Open Access Journals General Open Access Journals |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Open Access Journals General Open Access Journals |
| subject_facet | Open Access Journals General Open Access Journals |
| title | Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability |
| title_alt | Aprendizaje Profundo Híbrido para la Clasificación de la Carga Mental Usando EEG con Preprocesamiento Mejorado e Interpretabilidad Apprentissage profond hybride pour la classification de la charge mentale à l'aide de l'EEG avec prétraitement et interprétabilité améliorés Aprendizagem profunda híbrida para classificação de carga de trabalho mental usando EEG com pré-processamento e interpretabilidade aprimorados |
| title_auth | Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability |
| title_es_txt | Aprendizaje Profundo Híbrido para la Clasificación de la Carga Mental Usando EEG con Preprocesamiento Mejorado e Interpretabilidad |
| title_fr_txt | Apprentissage profond hybride pour la classification de la charge mentale à l'aide de l'EEG avec prétraitement et interprétabilité améliorés |
| title_full | Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability |
| title_fullStr | Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability |
| title_full_unstemmed | Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability |
| title_pt_txt | Aprendizagem profunda híbrida para classificação de carga de trabalho mental usando EEG com pré-processamento e interpretabilidade aprimorados |
| title_short | Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability |
| title_sort | hybrid deep learning for mental workload classification using eeg with enhanced preprocessing and interpretability |
| topic | Open Access Journals General Open Access Journals |
| url | https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0352882 |