Compensated Integrated Gradients for Reliable Explanation of Electroencephalogram Signal Classification

The integrated gradients (IG) method is widely used to evaluate the extent to which each input feature contributes to the classification using a deep learning model because it theoretically satisfies the desired properties to fairly attribute the contributions to the classification. However, this ap...

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Detalles Bibliográficos
Autores principales: Kawai, Yuji, Tachikawa, Kazuki, Park, Jihoon, Asada, Minoru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9313049/
https://www.ncbi.nlm.nih.gov/pubmed/35884656
http://dx.doi.org/10.3390/brainsci12070849

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9313049/
https://www.ncbi.nlm.nih.gov/pubmed/35884656
http://dx.doi.org/10.3390/brainsci12070849

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