Sobhan Sheykhivand

According to our database, Sobhan Sheykhivand authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Automatic Recognition of Multiple Emotional Classes from EEG Signals through the Use of Graph Theory and Convolutional Neural Networks.

Fatemeh Mohajelin, Sobhan Sheykhivand, Abbas Shabani, Morad Danishvar, Sebelan Danishvar, Lida Zare Lahijan

Sensors, September, 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, June, 2024

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, January, 2024

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, December, 2023

Deep Learning for Detecting Multi-Level Driver Fatigue Using Physiological Signals: A Comprehensive Approach.

Mohammad Peivandi, Sevda Zafarmandi Ardabili, Sobhan Sheykhivand, Sebelan Danishvar

Sensors, October, 2023

2020

Automatic Identification of Epileptic Seizures From EEG Signals Using Sparse Representation-Based Classification.

Sobhan Sheykhivand, Tohid Yousefi Rezaii, Zohreh Mousavi, Azra Delpak, Ali Farzamnia

IEEE Access, 2020

Recognizing Emotions Evoked by Music Using CNN-LSTM Networks on EEG Signals.

Sobhan Sheykhivand, Zohreh Mousavi, Tohid Yousefi Rezaii, Ali Farzamnia

IEEE Access, 2020

2018

Sleep Stage Scoring of Single-Channel EEG Signal based on RUSBoost Classifier.

Sobhan Sheykhivand, Tohid Yousefi Rezaii, Ali Farzamnia, M. Vazifehkhahi

Proceedings of the IEEE International Conference on Artificial Intelligence in Engineering and Technology, 2018