Autism spectrum disorder diagnosis with EEG signals using time series maps of brain functional connectivity and a combined CNN-LSTM model

Yongjie Xu, Zengjie Yu, Yisheng Li, Yuehan Liu, Ye Li, Yishan Wang

Abstract: Highlights•This study constructed TSM-BFCs by combining the temporal information in EEG signals with the individual taken as the unit of analysis.•A CNN–LSTM model for ASD detection that leverages the temporal and spatial features of EEG signals was designed.