List of Articles EEG Open Access Article Abstract Page Full-Text 1 - PEML-E: EEG eye state classification using ensembles and machine learning methods Razieh Asgarnezhad Karrar Ali Mohsin Alhameedawi Open Access Article Abstract Page Full-Text 2 - The Circuit Design of the Receiving Part of the Portable Electroencephalogram System Marzieh Moradi Mosoud Dousti 10.30495/jce.2022.691588 Open Access Article Abstract Page Full-Text 3 - Imagined Movement Recognition in People with Disabilities Using Common Sparse Spatio Spectral Pattern (CSSSP) and Sequential Features Selection (SFS) Alireza Pirasteh Manouchehr Shamseini Ghiyasvand Majid Pouladian 10.30495/jce.2023.1981368.1196 Open Access Article Abstract Page Full-Text 4 - استخراج ویژگی از سیگنال‌های مغزی درسیستم‌های ارتباط مغز – رایانه به منظور کنترل بستن پنجه دست با روش الگوی فضایی مشترک سیامک حقی‌پور نازلار قاسم‌زاده Open Access Article Abstract Page Full-Text 5 - Presenting a technique for identifying and diagnosing epileptic seizures using nonlinear feature extraction based on DT-CWT coefficients of brain EEG signals with a deep abdullah jafari chashmi Open Access Article Abstract Page Full-Text 6 - Noise elimination in automatic detection of epileptic seizures by wavelet transform using feature selection algorithm akram asghari govar Open Access Article Abstract Page Full-Text 7 - Detection of sleep stages using EEG signal based on convolutional neural network Mohammad Reza Lashkari Open Access Article Abstract Page Full-Text 8 - Recognition EEG signal patterns for emotion identify using feature learning methods malihe mohamadi Amir Masoud Eftekhari Moghadam Open Access Article Abstract Page Full-Text 9 - Epileptic Seizure Prediction using Multi-Channel Raw EEGs with Convolutional Neural Network Jamal Nazari Ali Motie Nasrabadi Mohamad Bager Menhaj Somayeh Raiesdana 10.22094/jcr.2023.1981866.1296 Open Access Article Abstract Page Full-Text 10 - A convolutional deep learning framework for classification of EEG signals Farzaneh Latifi Rahil Hosseini Arash Sharifi Majid Sorouri Open Access Article Abstract Page Full-Text 11 - Comparison of Different Linear Filter Design Methods for Handling Ocular Artifacts in Brain Computer Interface System Sahar Seifzadeh Karim Faez Mahmood Amiri Open Access Article Abstract Page Full-Text 12 - Evaluation of cognitive decision-making by examining the coherence of brain waves and the rhythm of heart waves Marzieh Farrokhirad Saeed Bagher Salimi Mohammad Reza Azadehdel Open Access Article Abstract Page Full-Text 13 - Classification and Feature Extraction of Electroencephalogram Signals for Epilepsy Using PCA, ICA, DWT and SVM Methods Javad Ebrahimnejad Mahkam Kahkesh Alireza Naghsh Open Access Article Abstract Page Full-Text 14 - Neurological Measurement of Human Trust in Automation Using Electroencephalogram seeung oh Younho Seong Sun Yi Sangsung Park 10.30495/jiei.2023.1894327.1047 Open Access Article Abstract Page Full-Text 15 - Detection of Seizure EEG Signals Based on Reconstructed Phase Space of Rhythms in EWT Domain and Genetic Algorithm Hesam Akbari Somayeh Saraf Esmaili Sima Farzollah Zadeh Open Access Article Abstract Page Full-Text 16 - Determination of the Type of The Imagined Movement of Organs in People with Mobility Disabilities Using Corrected Common Spatial Patterns Alireza Pirasteh Manouchehr Shamseini Ghiyasvand Majid Pouladian Open Access Article Abstract Page Full-Text 17 - Deep Learning Method for Sleep Stages Classification by Time-Frequency Image Mohammad Moradi Mohammad Fatehi Hassan Masoumi Mehdi Taghizadeh Open Access Article Abstract Page Full-Text 18 - بکارگیری شبکه‌های عصبی Fuzzy ARTMAP برای تشخیص صعود ناگهانی سیگنال‌های EEG با استفاده از استخراج ویژگی توسط موجک فاطمه صفری علی فرخی نعمت طالبی Open Access Article Abstract Page Full-Text 19 - Applying Genetic Algorithm to EEG Signals for Feature Reduction in Mental Task Classification Alireza Rezaee Open Access Article Abstract Page Full-Text 20 - Parkinson's diagnosis from EEG signal spectrogram based on optimized deep features Zahra Hekmati Mohammad Sajedi pour Zahra Moradineghad Open Access Article Abstract Page Full-Text 21 - Emotion recognition based on electroencephalogram signal analysis fatemeh adli hamid reza hosseinzadeh Mohammad Mahdi Moradi Open Access Article Abstract Page Full-Text 22 - Emotion classification using EEG signals and machine learning methods Mohammad Adeli Mehrnoosh Rezayati 10.30495/SPRE.2024.1123265 Open Access Article Abstract Page Full-Text 23 - A Report of a Patient with Hyperekplexia Soheila Rezakhani Sanaz Ahmadi Karvigh Open Access Article Abstract Page Full-Text 24 - Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study Maryam Allah Bakhshi Aylar Sadri Seyed Omid Shahdi 10.71797/ijdi.2025.1183488 Open Access Article Abstract Page Full-Text 25 - Extracting suitable features for detecting voluntary movements from EEG signals parastoo ghafourpoor Reza Ghafouri omid mahdiyar Open Access Article Abstract Page Full-Text 26 - Identifying Autism from EEG Signals Using Features Derived from Active Brain Source Models Mehdi Rajabioun 10.71498/ijbbe.2025.1204968 Open Access Article Abstract Page Full-Text 27 - An Attention-Based Bi-LSTM Architecture for Distinct Temporal Feature Extraction in EEG-Based Motor Imagery Classification Hesam Hasanpour Seyyed mahdi Ghezi Yasser Elmi Sola 10.82195/ntds.2025.1214039
