Validation of a face image assessment technology to study the dynamics of human functional states in the EEG resting-state paradigm by A. N. Savostyanov, E. G. Vergunov, A. E. Saprygin, D. A. Lebedkin

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ClinClip: a Multimodal Language Pre-training model integrating EEG data for enhanced English medical listening assessment by Guangyu Sun

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Neuropsychological features of patients of reproductive age diagnosed with breast cancer at the stage of surgical treatment using xenon-oxygen therapy by D. A. Rozenko, A. I. Shikhlyarova, L. N. Vaschenko, N. N. Popova, Yu. Yu. Arapova, A. Yu. Ardzha, A. A. Korobov

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Dynamic Neural Network States During Social and Non-Social Cueing in Virtual Reality Working Memory Tasks: A Leading Eigenvector Dynamics Analysis Approach by Pinar Ozel

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Dissociating the roles of alpha oscillation sub-bands in visual working memory by Na Zhao, Qiang Liu

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Identifying relevant EEG channels for subject-independent emotion recognition using attention network layers by Camilo E. Valderrama, Camilo E. Valderrama, Anshul Sheoran

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The classification of absence seizures using power-to-power cross-frequency coupling analysis with a deep learning network by A.V. Medvedev, B. Lehmann

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Patient-Independent Epileptic Seizure Detection with Reduced EEG Channels and Deep Recurrent Neural Networks by Nadine El-Dajani, Tim Friedrich Lutz Wilhelm, Jan Baumann, Rainer Surges, Bernd T. Meyer

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A method of EEG signal feature extraction based on hybrid DWT and EMD by Xiaozhong Geng, Linen Wang, Ping Yu, Weixin Hu, Qipeng Liang, Xintong Zhang, Cheng Chen, Xi Zhang

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Convolutional neural networks for classifying healthy individuals practicing or not practicing meditation according to the EEG data by X. Fu, S. S. Tamozhnikov, A. E. Saprygin, N. A. Istomina, A. N. Klemeshova, A.  N. Savostyanov

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EEG-Based Emotion Recognition with Combined Fuzzy Inference via Integrating Weighted Fuzzy Rule Inference and Interpolation by Fangyi Li, Fusheng Yu, Liang Shen, Hexi Li, Xiaonan Yang, Qiang Shen

Subjects: “…EEG data…”
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Theta transcranial alternating current stimulation over the prefrontal cortex enhances theta power and working memory performance by Ranjan Debnath, Osama Elyamany, Osama Elyamany, Jona Ruben Iffland, Jonas Rauh, Michael Siebert, Elisa Andraes, Gregor Leicht, Christoph Mulert, Christoph Mulert

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Flexible analytic wavelet transform in a EEG based brain computer Interface Paradigm: a study in end users with mo-tor disabilities by Oana-Diana Hrisca-Eva

Subjects: “…eeg…”
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EEG-Based ADHD Classification Using Autoencoder Feature Extraction and ResNet with Double Augmented Attention Mechanism by Jayoti Bansal, Gaurav Gangwar, Mohammad Aljaidi, Ali Alkoradees, Gagandeep Singh

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Finding Neural Biomarkers for Motor Learning and Rehabilitation Using an Explainable Graph Neural Network by J. Han, A. Embs, F. Nardi, S. Haar, A. A. Faisal

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EEG-based functional and effective connectivity patterns during emotional episodes using graph theoretical analysis by Majid Roshanaei, Hamzeh Norouzi, Julie Onton, Scott Makeig, Alireza Mohammadi

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The use of low-density EEG for the classification of PPA and MCI by Panteleimon Chriskos, Panteleimon Chriskos, Kyriaki Neophytou, Christos A. Frantzidis, Christos A. Frantzidis, Jessica Gallegos, Alexandros Afthinos, Chiadi U. Onyike, Argye Hillis, Panagiotis D. Bamidis, Kyrana Tsapkini, Kyrana Tsapkini

Subjects: “…electroencephalography (EEG)…”
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An overlapping sliding window and combined features based emotion recognition system for EEG signals by Shruti Garg, Rahul Kumar Patro, Soumyajit Behera, Neha Prerna Tigga, Ranjita Pandey

Subjects: “…Electroencephalography (EEG)…”
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Research Progress on the Brain Effect Mechanism of Tai Chi Chuan Training by WANG Yajun, XU Shurui, LIU Jiao

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Recognition of biosignals with nonlinear properties by approximate entropy parameters by L.A. Manilo, A.P. Nemirko

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