Developing an efficient functional connectivity-based geometric deep network for automatic EEG-based visual decoding. - Nastaran Khaleghi; Tohid Yousefi Rezaii; Soosan Beheshti; Saeed Meshgini (Biomed. Signal Process. Control., 2023)

Salient Arithmetic Data Extraction from Brain Activity via an Improved Deep Network. - Nastaran Khaleghi; Shaghayegh Hashemi; Sevda Zafarmandi Ardabili; Sobhan Sheykhivand; Sebelan Danishvar (Sensors, 2023)

A Novel Approach for Automatic Detection of Driver Fatigue Using EEG Signals Based on Graph Convolutional Networks. - Sevda Zafarmandi Ardabili; Soufia Bahmani; Lida Zare Lahijan; Nastaran Khaleghi; Sobhan Sheykhivand; Sebelan Danishvar (Sensors, 2024)

An Automatic Lie Detection Model Using EEG Signals Based on the Combination of Type 2 Fuzzy Sets and Deep Graph Convolutional Networks. - Mahsan Rahmani; Fatemeh Mohajelin; Nastaran Khaleghi; Sobhan Sheykhivand; Sebelan Danishvar (Sensors, 2024)