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Towards a minimal EEG channel array for a biometric system using resting-state and a genetic algorithm for channel selection.
Sci Rep. 2020 Sep 10;10(1):14917. doi: 10.1038/s41598-020-72051-1.
Sci Rep. 2020.
PMID: 32913275
Free PMC article.
Multi-objective optimization for EEG channel selection and accurate intruder detection in an EEG-based subject identification system.
Moctezuma LA, Molinas M.
Moctezuma LA, et al.
Sci Rep. 2020 Apr 3;10(1):5850. doi: 10.1038/s41598-020-62712-6.
Sci Rep. 2020.
PMID: 32246122
Free PMC article.
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EEG Channel-Selection Method for Epileptic-Seizure Classification Based on Multi-Objective Optimization.
Moctezuma LA, Molinas M.
Moctezuma LA, et al.
Front Neurosci. 2020 Jun 17;14:593. doi: 10.3389/fnins.2020.00593. eCollection 2020.
Front Neurosci. 2020.
PMID: 32625054
Free PMC article.
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Two-dimensional CNN-based distinction of human emotions from EEG channels selected by multi-objective evolutionary algorithm.
Moctezuma LA, Abe T, Molinas M.
Moctezuma LA, et al.
Sci Rep. 2022 Mar 3;12(1):3523. doi: 10.1038/s41598-022-07517-5.
Sci Rep. 2022.
PMID: 35241745
Free PMC article.
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Automated methodology for optimal selection of minimum electrode subsets for accurate EEG source estimation based on Genetic Algorithm optimization.
Soler A, Moctezuma LA, Giraldo E, Molinas M.
Soler A, et al. Among authors: moctezuma la.
Sci Rep. 2022 Jul 2;12(1):11221. doi: 10.1038/s41598-022-15252-0.
Sci Rep. 2022.
PMID: 35780173
Free PMC article.
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Classification of low-density EEG for epileptic seizures by energy and fractal features based on EMD.
Moctezuma LA, Molinas M.
Moctezuma LA, et al.
J Biomed Res. 2019 Aug 29;34(3):180-190. doi: 10.7555/JBR.33.20190009.
J Biomed Res. 2019.
PMID: 32561698
Free PMC article.
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