Bipolar disorder traits: An electroencephalogram systematic review by Tien Dat Nguyen, Van Toi Vo, Thi Thanh Huong Ha

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EEG Microstate Features as an Automatic Recognition Model of High-Density Epileptic EEG Using Support Vector Machine by Li Yang, Jiaxiu He, Ding Liu, Wen Zheng, Zhi Song

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Fractal Dimension and Power Spectrum of Electroencephalography Signals of Sleep Inertia State by Syaimaa' Solehah Mohd Radzi, Vijanth Sagayan Asirvadam, Mohd Zuki Yusoff

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A Novel Continuous Sleep State Artificial Neural Network Model Based on Multi-Feature Fusion of Polysomnographic Data by Cui J, Sun Y, Jing H, Chen Q, Huang Z, Qi X, Cui H

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Nonlinear analysis of the electroencephalogram in depth of anesthesia by Oscar Leonardo Mosquera-Dusan, Daniel Alfonso Botero-Rosas, Mauricio Cagy, Ruben Dario Henao-Idarraga

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Automatic Clustering of Students by Level of Situational Interest Based on Their EEG Features by Ernee Sazlinayati Othman, Ibrahima Faye, Aarij Mahmood Hussaan

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A Review of EEG Signal Features and Their Application in Driver Drowsiness Detection Systems by Igor Stancin, Mario Cifrek, Alan Jovic

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Spatial Visual Imagery (SVI)-Based Electroencephalograph Discrimination for Natural CAD Manipulation by Beining Cao, Hongwei Niu, Jia Hao, Xiaonan Yang, Zinian Ye

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Information on Drivers’ Sex Improves EEG-Based Drowsiness Detection Model by Igor Stancin, Mirta Zelenika Zeba, Kresimir Friganovic, Mario Cifrek, Alan Jovic

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Using Electroencephalogram-Extracted Nonlinear Complexity and Wavelet-Extracted Power Rhythm Features during the Performance of Demanding Cognitive Tasks (Aristotle’s Syllogisms) i... by Anna Karavia, Anastasia Papaioannou, Ioannis Michopoulos, Panos C. Papageorgiou, George Papaioannou, Fragiskos Gonidakis, Charalabos C. Papageorgiou

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Design and Implementation of an EEG-Based Learning-Style Recognition Mechanism by Bingxue Zhang, Chengliang Chai, Zhong Yin, Yang Shi

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Simplicial Homology Global Optimization of EEG Signal Extraction for Emotion Recognition by Ahmed Roshdy, Samer Al Kork, Taha Beyrouthy, Amine Nait-ali

Subjects: “…EEG feature extraction…”
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Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition from Multichannel EEG Recordings by Rajamanickam Yuvaraj, Prasanth Thagavel, John Thomas, Jack Fogarty, Farhan Ali

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A Study on Seizure Detection of EEG Signals Represented in 2D by Zhiwen Xiong, Huibin Wang, Lili Zhang, Tanghuai Fan, Jie Shen, Yue Zhao, Yang Liu, Qi Wu

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Optimal Feature Selection and Deep Learning Ensembles Method for Emotion Recognition From Human Brain EEG Sensors by Raja Majid Mehmood, Ruoyu Du, Hyo Jong Lee

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Developing Innovative Feature Extraction Techniques from the Emotion Recognition Field on Motor Imagery Using Brain–Computer Interface EEG Signals by Amr F. Mohamed, Vacius Jusas

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Multidimensional Feature Optimization Based Eye Blink Detection Under Epileptiform Discharges by Meng Wang, Jianhui Wang, Xiaonan Cui, Tianlei Wang, Tiejia Jiang, Feng Gao, Jiuwen Cao

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Intelligent Extraction of Salient Feature From Electroencephalogram Using Redundant Discrete Wavelet Transform by Xian-Yu Wang, Xian-Yu Wang, Cong Li, Rui Zhang, Liang Wang, Jin-Lin Tan, Jin-Lin Tan, Hai Wang

Subjects: “…EEG feature analysis…”
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Feature Pyramid Networks and Long Short-Term Memory for EEG Feature Map-Based Emotion Recognition by Xiaodan Zhang, Yige Li, Jinxiang Du, Rui Zhao, Kemeng Xu, Lu Zhang, Yichong She

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Advancements in EEG Emotion Recognition: Leveraging Multi-Modal Database Integration by Ahmed Roshdy, Abdullah Karar, Samer Al Kork, Taha Beyrouthy, Amine Nait-ali

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