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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Elham Eslamiyan

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Open access Sep 2026

ADHD classification using spherical phase space partitioning and symbolic time series analysis of multi-channel EEG signals

Attention Deficit Hyperactivity Disorder (ADHD) is one of the most common neurodevelopmental disorders in children, making early detection and intervention critically important. In this study, we propose a novel EEG based classification framework for ADHD that integrates advanced nonlinear signal analysis with deep lea...

Neda Songhori, Nafise Niknam, Elham Eslamiyan et al. · 0 citations

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