Influence of cognitive networks and task performance on fMRI-based state classification using DNN models

Abstract Deep neural networks (DNNs) excel at extracting insights from complex data across various fields, however, their application in cognitive neuroscience remains limited, largely due to the lack of approaches with interpretability. Here, we employ two different and complementary DNN models, a...

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Bibliographic Details
Main Authors: Murat Kucukosmanoglu, Javier O. Garcia, Justin Brooks, Kanika Bansal
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-05690-x
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