AUTHOR=Radwan Yousef A. , Ahmed Mohamed Eslam , Metwalli Donia , Barakat Mariam , Ahmed Anas , Kiroles Antony E. , Selim Sahar TITLE=Stochasticity as a solution for overfitting—A new model and comparative study on non-invasive EEG prospects JOURNAL=Frontiers in Human Neuroscience VOLUME=19 YEAR=2025 URL=https://www.frontiersin.org/journals/human-neuroscience/articles/10.3389/fnhum.2025.1484470 DOI=10.3389/fnhum.2025.1484470 ISSN=1662-5161