Andres Soler
Research
Publications
2024
-
Sletta, Øystein Stavnes;
Cheema, Amandeep;
Marthinsen, Anne Joo Yun;
Andreassen, Ida Marie;
Sletten, Christian Moe;
Galtung, Ivar Tesdal.
(2024)
Newly identified Phonocardiography frequency bands for psychological stress detection with Deep Wavelet Scattering Network.
Computers in Biology and Medicine
Academic article
-
Vassbotn, Molly;
Soler Guevara, Andres Felipe;
Molinas Cabrera, Maria Marta;
Nordstrøm-Hauge, Iselin Johanna.
(2024)
EEG-Based Alcohol Detection System for Driver Monitoring.
International Journal of Psychological Research
Academic article
-
Urdahl, Paal Scheline;
Omsland, Vegard;
Løkken, Sandra Garder;
Dokken, Mari Hestetun;
Soler Guevara, Andres Felipe;
Molinas Cabrera, Maria Marta.
(2024)
Impact of Ocular Artifact Removal on EEG-Based Color Classification for Locked-In Syndrome BCI Communication.
Communications in Computer and Information Science (CCIS)
Academic article
-
Soler, Andres;
Giraldo, Eduardo;
Molinas Cabrera, Maria Marta.
(2024)
EEG source imaging of hand movement-related areas: an evaluation of the reconstruction and classification accuracy with optimized channels.
Brain Informatics
Academic article
2023
-
Marthinsen, Anne Joo Yun;
Galtung, Ivar Tesdal;
Cheema, Amandeep;
Sletten, Christian Moe;
Andreassen, Ida Marie;
Sletta, Øystein Stavnes.
(2023)
Psychological stress detection with optimally selected EEG channel using Machine Learning techniques.
CEUR Workshop Proceedings
Academic article
-
Soler, Andres;
Giraldo, Eduardo;
Molinas Cabrera, Maria Marta.
(2023)
EEG source imaging of hand movement-related areas: An evaluation of the reconstruction accuracy with optimized channels.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Fløtaker, Simen Piene;
Soler, Andres;
Molinas Cabrera, Maria Marta.
(2023)
Primary color decoding using deep learning on source reconstructed EEG signal responses.
IEEE conference proceedings
Academic chapter/article/Conference paper
2022
-
Soler, Andres;
Molinas, Marta.
(2022)
Low-density EEG Source Reconstruction: Towards an Automated Framework for Minimizing Electrode Count While Retaining High Accuracy.
Doktoravhandlinger ved NTNU (196)
Doctoral dissertation
-
Stenwig, Håkon;
Soler, Andres;
Furuki, Junya;
Suzuki, Yoko;
Abe, Takashi;
Molinas, Marta.
(2022)
Automatic Sleep Stage Classification with Optimized Selection of EEG Channels.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Soler, Andres;
Giraldo, Eduardo;
Lundheim, Lars Magne;
Molinas Cabrera, Maria Marta.
(2022)
Relevance-based Channel Selection for EEG Source Reconstruction: An Approach to Identify Low-density Channel Subsets.
SciTePress
Academic chapter/article/Conference paper
-
Soler, Andres;
Moctezuma, Luis Alfredo;
Giraldo, Eduardo;
Molinas, Marta.
(2022)
Automated methodology for optimal selection of minimum electrode subsets for accurate EEG source estimation based on Genetic Algorithm optimization.
Scientific Reports
Academic article
2021
-
Ludvigsen, Sara Lund;
Buøen, Emma Horn;
Soler Guevara, Andres Felipe;
Molinas, Marta Maria Cabrera.
(2021)
Searching for Unique Neural Descriptors of Primary Colours in EEG Signals: A Classification Study.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Soler Guevara, Andres Felipe;
Drange, Ole;
Furuki, Junya;
Abe, Takashi;
Molinas, Marta Maria Cabrera.
(2021)
Automatic Onset Detection of Rapid Eye Movements in REM Sleep EEG Data.
IFAC-PapersOnLine
Academic article
2020
-
Soler Guevara, Andres Felipe;
Giraldo, Eduardo;
Molinas Cabrera, Maria Marta.
(2020)
Low-Density EEG for Source Activity Reconstruction using Partial Brain Models.
SciTePress
Academic chapter/article/Conference paper
-
Soler Guevara, Andres Felipe;
Muñoz Gutiérrez, Pablo Andrés;
Bueno-Lopez, Maximiliano;
Giraldo, Eduardo;
Molinas Cabrera, Maria Marta.
(2020)
Low-Density EEG for Neural Activity Reconstruction Using Multivariate Empirical Mode Decomposition.
Frontiers in Neuroscience
Academic article
2019
-
Soler Guevara, Andres Felipe;
Giraldo, Eduardo;
Molinas Cabrera, Maria Marta.
(2019)
DYNLO: Enhancing Non-linear Regularized State Observer Brain Mapping Technique by Parameter Estimation with Extended Kalman Filter.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Soler Guevara, Andres Felipe;
Molinas Cabrera, Maria Marta;
Giraldo, Eduardo.
(2019)
Partial Brain Model For real-time classification of RGB visual stimuli: A brain mapping approach to BCI.
Academic chapter/article/Conference paper
Journal publications
-
Sletta, Øystein Stavnes;
Cheema, Amandeep;
Marthinsen, Anne Joo Yun;
Andreassen, Ida Marie;
Sletten, Christian Moe;
Galtung, Ivar Tesdal.
(2024)
Newly identified Phonocardiography frequency bands for psychological stress detection with Deep Wavelet Scattering Network.
Computers in Biology and Medicine
Academic article
-
Vassbotn, Molly;
Soler Guevara, Andres Felipe;
Molinas Cabrera, Maria Marta;
Nordstrøm-Hauge, Iselin Johanna.
(2024)
EEG-Based Alcohol Detection System for Driver Monitoring.
International Journal of Psychological Research
Academic article
-
Urdahl, Paal Scheline;
Omsland, Vegard;
Løkken, Sandra Garder;
Dokken, Mari Hestetun;
Soler Guevara, Andres Felipe;
Molinas Cabrera, Maria Marta.
(2024)
Impact of Ocular Artifact Removal on EEG-Based Color Classification for Locked-In Syndrome BCI Communication.
Communications in Computer and Information Science (CCIS)
Academic article
-
Soler, Andres;
Giraldo, Eduardo;
Molinas Cabrera, Maria Marta.
(2024)
EEG source imaging of hand movement-related areas: an evaluation of the reconstruction and classification accuracy with optimized channels.
Brain Informatics
Academic article
-
Marthinsen, Anne Joo Yun;
Galtung, Ivar Tesdal;
Cheema, Amandeep;
Sletten, Christian Moe;
Andreassen, Ida Marie;
Sletta, Øystein Stavnes.
(2023)
Psychological stress detection with optimally selected EEG channel using Machine Learning techniques.
CEUR Workshop Proceedings
Academic article
-
Soler, Andres;
Giraldo, Eduardo;
Molinas Cabrera, Maria Marta.
(2023)
EEG source imaging of hand movement-related areas: An evaluation of the reconstruction accuracy with optimized channels.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Soler, Andres;
Moctezuma, Luis Alfredo;
Giraldo, Eduardo;
Molinas, Marta.
(2022)
Automated methodology for optimal selection of minimum electrode subsets for accurate EEG source estimation based on Genetic Algorithm optimization.
Scientific Reports
Academic article
-
Ludvigsen, Sara Lund;
Buøen, Emma Horn;
Soler Guevara, Andres Felipe;
Molinas, Marta Maria Cabrera.
(2021)
Searching for Unique Neural Descriptors of Primary Colours in EEG Signals: A Classification Study.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Soler Guevara, Andres Felipe;
Drange, Ole;
Furuki, Junya;
Abe, Takashi;
Molinas, Marta Maria Cabrera.
(2021)
Automatic Onset Detection of Rapid Eye Movements in REM Sleep EEG Data.
IFAC-PapersOnLine
Academic article
-
Soler Guevara, Andres Felipe;
Muñoz Gutiérrez, Pablo Andrés;
Bueno-Lopez, Maximiliano;
Giraldo, Eduardo;
Molinas Cabrera, Maria Marta.
(2020)
Low-Density EEG for Neural Activity Reconstruction Using Multivariate Empirical Mode Decomposition.
Frontiers in Neuroscience
Academic article
-
Soler Guevara, Andres Felipe;
Giraldo, Eduardo;
Molinas Cabrera, Maria Marta.
(2019)
DYNLO: Enhancing Non-linear Regularized State Observer Brain Mapping Technique by Parameter Estimation with Extended Kalman Filter.
Lecture Notes in Computer Science (LNCS)
Academic article
Part of book/report
-
Fløtaker, Simen Piene;
Soler, Andres;
Molinas Cabrera, Maria Marta.
(2023)
Primary color decoding using deep learning on source reconstructed EEG signal responses.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Stenwig, Håkon;
Soler, Andres;
Furuki, Junya;
Suzuki, Yoko;
Abe, Takashi;
Molinas, Marta.
(2022)
Automatic Sleep Stage Classification with Optimized Selection of EEG Channels.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Soler, Andres;
Giraldo, Eduardo;
Lundheim, Lars Magne;
Molinas Cabrera, Maria Marta.
(2022)
Relevance-based Channel Selection for EEG Source Reconstruction: An Approach to Identify Low-density Channel Subsets.
SciTePress
Academic chapter/article/Conference paper
-
Soler Guevara, Andres Felipe;
Giraldo, Eduardo;
Molinas Cabrera, Maria Marta.
(2020)
Low-Density EEG for Source Activity Reconstruction using Partial Brain Models.
SciTePress
Academic chapter/article/Conference paper
-
Soler Guevara, Andres Felipe;
Molinas Cabrera, Maria Marta;
Giraldo, Eduardo.
(2019)
Partial Brain Model For real-time classification of RGB visual stimuli: A brain mapping approach to BCI.
Academic chapter/article/Conference paper
Report
-
Soler, Andres;
Molinas, Marta.
(2022)
Low-density EEG Source Reconstruction: Towards an Automated Framework for Minimizing Electrode Count While Retaining High Accuracy.
Doktoravhandlinger ved NTNU (196)
Doctoral dissertation
Teaching
Outreach
2024
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LectureSoler Guevara, Andres Felipe; Naas, Viktor; Giri, Amita; Molinas Cabrera, Maria Marta. (2024) EEG Source Imaging Enhances Motor Imagery Classification. Université catholique de Louvain 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning , Bruges, Belgium 2024-10-09 - 2024-10-11
2023
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Academic lectureMarthinsen, Anne Jo; Galtung, Ivar; Cheema, Amandeep; Sletten, Christian; Andreassen, Ida Marie; Sletta, Øystein. (2023) Psychological stress detection with optimally selected EEG channel using Machine Learning techniques. Italian Association for Artificial Intelligence Italian Workshop on Artificial Intelligence for Human-Machine Interaction (AIxHMI 2023) , Rome 2023-11-06 - 2023-11-09
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Academic lectureUrdahl, Paal; Omsland, Vegard; Løkken, Sandra; Dokken, Mari; Soler, Andres; Molinas Cabrera, Maria Marta. (2023) Impact of Ocular Artifact Removal on EEG-Based Color Classification for Locked-In Syndrome BCI Communication. Institución Universitaria de Envigado IV Latin American Workshop on Computational Neuroscience , Medellin 2023-11-28 - 2023-11-30
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Academic lectureFløtaker, Simen; Soler, Andres; Molinas Cabrera, Maria Marta. (2023) Decoding primary color responses in EEG signals with deep learning in the source space. The Brain-Computer Interface (BCI) Society 10th International BCI Meeting , Brussels 2023-06-06 - 2023-06-09
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Academic lectureFløtaker, Simen; Soler, Andres; Molinas Cabrera, Maria Marta. (2023) Primary color decoding using deep learning on source reconstructed EEG signal responses. IEEE Engineering in Medicine & Biology Society (EMBC) 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) , Sydney 2023-07-24 - 2023-07-27
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Academic lectureSoler, Andres; Giraldo, Eduardo; Molinas Cabrera, Maria Marta. (2023) EEG source imaging of hand movement-related areas: An evaluation of the reconstruction accuracy with optimized channels. Stevens Institute of Technology The 16th International Conference on Brain Informatics 2023 , Hoboken 2023-08-01 - 2023-08-03
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Academic lectureVassbotn, Molly; Nordstrøm-Hauge, Iselin; Soler, Andres; Molinas Cabrera, Maria Marta. (2023) EEG-Based Alcohol Detection System for Driver Monitoring. Institución Universitaria de Envigado IV Latin American Workshop on Computational Neuroscience , Medellin 2023-11-28 - 2023-11-30
2022
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Academic lectureStenwig, Håkon; Soler, Andres; Furuki, Junya; Suzuki, Yoko; Abe, Takashi; Molinas, Marta. (2022) Automatic Sleep Stage Classification with Optimized Selection of EEG Channels. IEEE 21th IEEE International Conference on Machine Learning and Applications (ICMLA) , Bahamas 2022-12-12 - 2022-12-14
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Academic lectureSoler, Andres; Giraldo, Eduardo; Lundheim, Lars Magne; Molinas Cabrera, Maria Marta. (2022) Relevance-based Channel Selection for EEG Source Reconstruction: An Approach to Identify Low-density Channel Subsets. 15th International Joint Conference on Biomedical Engineering Systems and Technologies 2022-02-09 - 2022-02-11
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LectureSoler Guevara, Andres Felipe; Kumar, Mohit. (2022) Workshop: Introduction to EEG Signal Analysis and Machine Learning. Andres Soler Workshop: Introduction to EEG Signal Analysis and Machine Learning , Trondheim 2022-08-29 - 2022-08-30
2021
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Programme participationCittanti, Elisa; Soler, Andres; Shad, Erwin; Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. (2021) FlexEEG, Technoport 2021 - Deep Tech Dugnad. Norway Norway [Internet] 2021-04-27
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Programme participationCittanti, Elisa; Soler, Andres; Shad, Erwin. (2021) FlexEEG, Technoport 2021 - Deep Tech Dugnad. Norway Norway [Internet] 2021-04-27
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PosterFuruki, Junya; Drange, Ole; Soler, Andres; Molinas Cabrera, Maria Marta; Abe, Takashi. (2021) Estimating the source of the negative potential that occurs before rapid eye movement during REM sleep: Analysis of recordings using a high-density electroencephalography (EEG). Japanese Society for Physiological Psychology and Psychophys 39th Annual Meeting of the Japanese Society for Physiological Psychology and Psychophysiology (JSPP) , Nihon University, Tokyo 2021-05-20 - 2021-05-23
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Academic lectureFuruki, Junya; Drange, Ole; Soler, Andres; Suzuki, Yoko; Molinas Cabrera, Maria Marta; Abe, Takashi. (2021) Decision making in uncertain situations: Effects on brain activity during REM sleep. Japan Society of Physiological Anthropology The 82 Annual Meeting of the Japan Society of Physiological Anthropology , Tokyo 2021-10-25 - 2021-10-30
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Academic lectureFuruki, Junya; Drange, Ole; Soler, Andres; Suzuki, Yoko; Molinas Cabrera, Maria Marta; Abe, Takashi. (2021) Current sources of brain potentials before rapid eye movements during human REM sleep: A high-density electroencephalography study. Tsukuba University Tsukuba Conference 2021 , Tsukuba 2021-09-21 - 2021-09-30
2020
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PosterMoctezuma, Luis Alfredo; Soler Guevara, Andres Felipe; Habibzadeh Tonekabony Shad, Erwin; Torres-Garcia, Alejandro Antonio; Molinas Cabrera, Maria Marta. (2020) David versus Goliath: Low-density EEG unravels its power through adaptive signal analysis -- FlexEEG. 4th HBP Student Conference "On Interdisciplinary Brain Research" 2020-01-21 - 2020-01-23
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Academic lectureSoler Guevara, Andres Felipe; Giraldo, Eduardo; Molinas Cabrera, Maria Marta. (2020) Low-Density EEG for Source Activity Reconstruction using Partial Brain Models. 13th International Joint Conference on Biomedical Engineering Systems and Technologies , Valleta 2020-02-24 - 2020-02-26
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PosterSoler Guevara, Andres Felipe; Moctezuma, Luis Alfredo; Giraldo, Eduardo; Molinas Cabrera, Maria Marta. (2020) EEG channel-selection method based on NSGA-II for source localization. 4th HBP Student Conference "On Interdisciplinary Brain Research" , Pisa 2020-01-21 - 2020-01-23
2019
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Academic lectureSoler Guevara, Andres Felipe; Giraldo, Eduardo; Molinas Cabrera, Maria Marta. (2019) DYNLO: Enhancing Non-linear Regularized State Observer Brain Mapping Technique by Parameter Estimation with Extended Kalman Filter. University of Granada 7th International Work-Conference on Bioinformatics and Biomedical Engineering , Granada 2019-05-08 - 2019-05-10
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PosterSoler Guevara, Andres Felipe; Giraldo, Eduardo; Molinas Cabrera, Maria Marta. (2019) Partial Brain Model For real-time classification of RGB visual stimuli: A brain mapping approach to BCI. Graz University of Technology 8th Graz Brain Computer Interface Conference 2019, Bridging Science and Application. , Graz 2019-09-16 - 2019-09-20