Comparative analysis of transfer learning performance on generalised EEG data for use in a depression diagnosis task

The purpose of this work was to analyse the performance of different deep learning methods in the task of depression diagnosis based on bioelectrical brain activity data. In particular, to study the potential of transfer learning using an artificial neural network trained on a significant amount of...

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Bibliographic Details
Main Author: Shusharina, Natalia Nikolaevna
Format: Article
Language:English
Published: Saratov State University 2025-01-01
Series:Известия высших учебных заведений: Прикладная нелинейная динамика
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Online Access:https://andjournal.sgu.ru/sites/andjournal.sgu.ru/files/text-pdf/2025/01/and_2025-1_shusharina_100-122.pdf
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