Exploring the Neural Correlates of Flow Experience with Multifaceted Tasks and a Single-Channel Prefrontal EEG Recording by Yuqi Hang, Buyanzaya Unenbat, Shiyun Tang, Fei Wang, Bingxin Lin, Dan Zhang

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Sleep stages classification based on feature extraction from music of brain by Hamidreza Jalali, Majid Pouladian, Ali Motie Nasrabadi, Azin Movahed

Subjects: “…Single-channel EEG…”
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ID3RSNet: cross-subject driver drowsiness detection from raw single-channel EEG with an interpretable residual shrinkage network by Xiao Feng, Xiao Feng, Zhongyuan Guo, Zhongyuan Guo, Sam Kwong

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AS3-SAE: Automatic Sleep Stages Scoring using Stacked Autoencoders by Mahtab Vaezi, Mehdi Nasri

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Detection of Paroxysms in Long-Term, Single-Channel EEG-Monitoring of Patients with Typical Absence Seizures by Troels W. Kjaer, Helge B. D. Sorensen, Sabine Groenborg, Charlotte R. Pedersen, Jonas Duun-Henriksen

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Comparative Study of Wavelet-Based Unsupervised Ocular Artifact Removal Techniques for Single-Channel EEG Data by Saleha Khatun, Ruhi Mahajan, Bashir I. Morshed

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Compensatory movement strategies differentially affect attention allocation and gait parameters in persons with Parkinson’s disease by Galit Yogev-Seligmann, Tal Krasovsky, Tal Krasovsky, Michal Kafri

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Single-channel EEG processing for sleep apnea detection and differentiation by Monika A. Prucnal, Adam G. Polak

Subjects: “…single-channel eeg…”
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Single Channel EEG Classification: A Case Study on Prediction of Major Depressive Disorder Treatment Outcome by Fatemeh Hasanzadeh, Maryam Mohebbi, Reza Rostami

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Quality Assessment of Single-Channel EEG for Wearable Devices by Fanny Grosselin, Xavier Navarro-Sune, Alessia Vozzi, Katerina Pandremmenou, Fabrizio De Vico Fallani, Yohan Attal, Mario Chavez

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Open-Source Algorithm for Automated Vigilance State Classification Using Single-Channel Electroencephalogram in Rodents by Anton Saevskiy, Natalia Suntsova, Peter Kosenko, Md Noor Alam, Andrey Kostin

Subjects: “…single-channel EEG signal…”
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A Two-Stage Learning Convolutional Neural Network for Sleep Stage Classification Using a Filterbank and Single Feature by Mehdi Abdollahpour, Tohid Yousefi Rezaii, Ali Farzamnia, Ismail Saad

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An Autonomous Sleep-Stage Detection Technique in Disruptive Technology Environment by Baskaran Lizzie Radhakrishnan, Kirubakaran Ezra, Immanuel Johnraja Jebadurai, Immanuel Selvakumar, Periyasami Karthikeyan

Subjects: “…single-channel EEG…”
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NAMRTNet: Automatic Classification of Sleep Stages Based on Improved ResNet-TCN Network and Attention Mechanism by Xuebin Xu, Chen Chen, Kan Meng, Longbin Lu, Xiaorui Cheng, Haichao Fan

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Single-Channel Sleep EEG Classification Method Based on LSTM and Hidden Markov Model by Wan Chen, Yanping Cai, Aihua Li, Yanzhao Su, Ke Jiang

Subjects: “…single-channel EEG…”
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Fast Sleep Stage Classification Using Cascaded Support Vector Machines with Single-Channel EEG Signals by Dezhao Li, Yangtao Ruan, Fufu Zheng, Yan Su, Qiang Lin

Subjects: “…single-channel EEG signals…”
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Loving-kindness meditation (LKM) modulates brain-heart connection: An EEG case study by GoonFui Wong, Rui Sun, Rui Sun, Jordana Adler, Kwok Wah Yeung, Song Yu, Junling Gao

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SeriesSleepNet: an EEG time series model with partial data augmentation for automatic sleep stage scoring by Minji Lee, Heon-Gyu Kwak, Hyeong-Jin Kim, Dong-Ok Won, Seong-Whan Lee

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A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG by Cui, Jian, Lan, Zirui, Liu, Yisi, Li, Ruilin, Li, Fan, Sourina, Olga, Müller-Wittig, Wolfgang

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Effective automated method for detection and suppression of muscle artefacts from single-channel EEG signal by Manali Saini, Udit Satija, Madhur Deo Upadhayay

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