Search Results - "EEG Data" :: K.UTB vyhledávací portál

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Neurocognitive dynamics of preparatory and adaptive cognitive control: Insights from mass-univariate and multivariate pattern analysis of EEG data

by García Alanis, José C., Güth, Malte R., Chavanon, Mira-Lynn, Peper, Martin
Published in PloS one (21.10.2024)

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A machine learning approach using EEG data to predict response to SSRI treatment for major depressive disorder

by Khodayari-Rostamabad, Ahmad, Reilly, James P., Hasey, Gary M., de Bruin, Hubert, MacCrimmon, Duncan J.
Published in Clinical neurophysiology (01.10.2013)

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An Empirical Model-Based Algorithm for Removing Motion-Caused Artifacts in Motor Imagery EEG Data for Classification Using an Optimized CNN Model

by Megalingam, Rajesh Kannan, Sankardas, Kariparambil Sudheesh, Manoharan, Sakthiprasad Kuttankulangara
Published in Sensors (Basel, Switzerland) (01.12.2024)

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TFCNN-BiGRU with self-attention mechanism for automatic human emotion recognition using multi-channel EEG data

by Houssein, Essam H., Hammad, Asmaa, Samee, Nagwan Abdel, Alohali, Manal Abdullah, Ali, Abdelmgeid A.
Published in Cluster computing (01.12.2024)

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EEG Data Space Adaptation to Reduce Intersession Nonstationarity in Brain-Computer Interface

by Arvaneh, Mahnaz, Guan, Cuntai, Ang, Kai Keng, Quek, Chai
Published in Neural computation (01.08.2013)

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From pronounced to imagined: improving speech decoding with multi-condition EEG data

by Alonso-Vázquez, Denise, Mendoza-Montoya, Omar, Caraza, Ricardo, Martinez, Hector R., Antelis, Javier M.
Published in Frontiers in neuroinformatics (2025)

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Feature subset and time segment selection for the classification of EEG data based motor imagery

by Wang, Jie, Feng, Zuren, Ren, Xiaodong, Lu, Na, Luo, Jing, Sun, Lei
Published in Biomedical signal processing and control (01.08.2020)

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A Novel Semi-dry Electrode Suitable for Collecting EEG Data for Detecting Driving Fatigue in Long-period Driving Case

by Wang, Fuwang, Chen, Daping, Lu, Bin, Wang, Hao, Fu, Rongrong
Published in IEEE sensors journal (15.08.2023)

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Anytime multipurpose emotion recognition from EEG data using a Liquid State Machine based framework

by Al Zoubi, Obada, Awad, Mariette, Kasabov, Nikola K.
Published in Artificial intelligence in medicine (01.03.2018)

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Evaluation of perceived urgency from single-trial EEG data elicited by upper-body vibration feedback using deep learning

by Alsuradi, Haneen, Shen, Jiacheng, Park, Wanjoo, Eid, Mohamad
Published in Scientific reports (23.08.2024)

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Gamers’ involvement detection from EEG data with cGAAM – A method for feature selection for clustering

by Rejer, Izabela, Twardochleb, Michal
Published in Expert systems with applications (01.07.2018)

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A diffusion-based feature enhancement approach for driving behavior classification with EEG data

by Liu, Tianqi, Qin, Yanjun, Zhang, Shanghang, Tao, Xiaoming
Published in Advanced engineering informatics (01.05.2025)

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Time-resolved multivariate pattern analysis of infant EEG data: A practical tutorial

by Ashton, Kira, Zinszer, Benjamin D., Cichy, Radoslaw M., Nelson, Charles A., Aslin, Richard N., Bayet, Laurie
Published in Developmental cognitive neuroscience (01.04.2022)

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A Deep Learning Method for Classification of EEG Data Based on Motor Imagery

by An, Xiu, Kuang, Deping, Guo, Xiaojiao, Zhao, Yilu, He, Lianghua
Published in Intelligent Computing in Bioinformatics (2014)

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Diagnostic biomarker discovery from brain EEG data using LSTM, reservoir-SNN, and NeuCube methods in a pilot study comparing epilepsy and migraine

by Saeedinia, Samaneh Alsadat, Jahed-Motlagh, Mohammad Reza, Tafakhori, Abbas, Kasabov, Nikola Kirilov
Published in Scientific reports (09.05.2024)

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EGAN: an ensemble adversarial network for topology-preserving EEG data generation for predicting cognitive load levels

by Havugimana, Felix, Moinuddin, Kazi Ashraf, Yeasin, Mohammed
Published in Neural computing & applications (01.07.2025)

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Evolving, dynamic clustering of spatio/spectro-temporal data in 3D spiking neural network models and a case study on EEG data

by Doborjeh, Maryam Gholami, Kasabov, Nikola, Doborjeh, Zohreh Gholami
Published in Evolving systems (01.09.2018)

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Understanding Learning from EEG Data: Combining Machine Learning and Feature Engineering Based on Hidden Markov Models and Mixed Models

by Palma, Gabriel R., Thornberry, Conor, Commins, Seán, Moral, Rafael A.
Published in Neuroinformatics (Totowa, N.J.) (01.10.2024)

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Scalp electrode impedance, infection risk, and EEG data quality

by Ferree, Thomas C, Luu, Phan, Russell, Gerald S, Tucker, Don M
Published in Clinical neurophysiology (01.03.2001)

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Accounting for Heterogeneity: Mixed-Effects Models in Resting-State EEG Data in a Sample of Tinnitus Sufferers

by Riha, Constanze, Güntensperger, Dominik, Kleinjung, Tobias, Meyer, Martin
Published in Brain topography (01.07.2020)

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