Search Results - "Moctezuma, Luis Alfredo" :: K.UTB vyhledávací portál

Automated methodology for optimal selection of minimum electrode subsets for accurate EEG source estimation based on Genetic Algorithm optimization

by Soler, Andres, Moctezuma, Luis Alfredo, Giraldo, Eduardo, Molinas, Marta
Published in Scientific reports (02.07.2022)

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Subjects identification using EEG-recorded imagined speech

by Moctezuma, Luis Alfredo, Torres-García, Alejandro A., Villaseñor-Pineda, Luis, Carrillo, Maya
Published in Expert systems with applications (15.03.2019)

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EEG Channel-Selection Method for Epileptic-Seizure Classification Based on Multi-Objective Optimization

by Moctezuma, Luis Alfredo, Molinas, Marta
Published in Frontiers in neuroscience (17.06.2020)

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Two-dimensional CNN-based distinction of human emotions from EEG channels selected by multi-objective evolutionary algorithm

by Moctezuma, Luis Alfredo, Abe, Takashi, Molinas, Marta
Published in Scientific reports (03.03.2022)

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Multi-objective optimization for EEG channel selection and accurate intruder detection in an EEG-based subject identification system

by Moctezuma, Luis Alfredo, Molinas, Marta
Published in Scientific reports (03.04.2020)

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GRU-powered sleep stage classification with permutation-based EEG channel selection

by Moctezuma, Luis Alfredo, Suzuki, Yoko, Furuki, Junya, Molinas, Marta, Abe, Takashi
Published in Scientific reports (02.08.2024)

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Classification of low-density EEG for epileptic seizures by energy and fractal features based on EMD

by Moctezuma, Luis Alfredo, Molinas, Marta
Published in Journal of biomedical research (2020)

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EEG-based 5- and 2-class CNN for Sleep Stage Classification

by Moctezuma, Luis Alfredo, Abe, Takashi, Molinas, Marta
Published in IFAC-PapersOnLine (01.01.2023)

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Unlocking Dreams and Dreamless Sleep: Machine Learning Classification With Optimal EEG Channels

by Moctezuma, Luis Alfredo, Molinas, Marta, Abe, Takashi
Published in BioMed research international (01.01.2025)

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Towards a minimal EEG channel array for a biometric system using resting-state and a genetic algorithm for channel selection

by Moctezuma, Luis Alfredo, Molinas, Marta
Published in Scientific reports (10.09.2020)

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Event-related potential from EEG for a two-step Identity Authentication System

by Moctezuma, Luis Alfredo, Molinas, Marta
Published in IEEE International Conference on Industrial Informatics (INDIN) (01.07.2019)

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Discriminating between Color Exposure and Idle State using EEG Signals for BCI Application

by Torres-Garcia, Alejandro A., Alfredo Moctezuma, Luis, Asly, Sara, Molinas, Marta
Published in E-Health and Bioengineering Conference (Online) (01.11.2019)

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EEG-Based Subjects Identification Based on Biometrics of Imagined Speech Using EMD

by Moctezuma, Luis Alfredo, Molinas, Marta
Published in Brain Informatics (2018)

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Book Chapter

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Enhancing sleep stage classification with 2-class stratification and permutation-based channel selection

by Moctezuma, Luis Alfredo, Suzuki, Yoko, Furuki, Junya, Molinas, Marta, Abe, Takashi
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)

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Conference Proceeding