Andrés Felipe Soler

According to our database, Andrés Felipe Soler authored at least 12 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

EEG source imaging of hand movement-related areas: an evaluation of the reconstruction and classification accuracy with optimized channels.

Andrés Felipe Soler, Eduardo Giraldo, Marta Molinas

Brain Informatics, December, 2024

Newly identified Phonocardiography frequency bands for psychological stress detection with Deep Wavelet Scattering Network.

Øystein Sletta, Amandeep Cheema, Anne Joo Marthinsen, Ida Marie Andreassen, Christian Moe Sletten, Ivar Tesdal Galtung, Andrés Felipe Soler, Marta Molinas

Comput. Biol. Medicine, 2024

2023

Primary color decoding using deep learning on source reconstructed EEG signal responses.

Simen Fløtaker, Andrés Felipe Soler, Marta Molinas

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

EEG Source Imaging of Hand Movement-Related Areas: An Evaluation of the Reconstruction Accuracy with Optimized Channels.

Andrés Felipe Soler, Eduardo Giraldo, Marta Molinas

Proceedings of the Brain Informatics - 16th International Conference, 2023

Psychological stress detection with optimally selected EEG channel using machine learning techniques.

Anne Joo Marthinsen, Ivar Tesdal Galtung, Amandeep Cheema, Christian Moe Sletten, Ida Marie Andreassen, Øystein Sletta, Andrés Felipe Soler, Marta Molinas

Proceedings of the 2nd Workshop on Artificial Intelligence for Human-Machine Interaction 2023 co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022

Automatic Sleep Stage Classification with Optimized Selection of EEG Channels.

Håkon Stenwig, Andrés Felipe Soler, Junya Furuki, Yoko Suzuki, Takashi Abe, Marta Molinas

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Relevance-based Channel Selection for EEG Source Reconstruction: An Approach to Identify Low-density Channel Subsets.

Andrés Felipe Soler, Eduardo Giraldo, Lars Lundheim, Marta Molinas

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

Searching for Unique Neural Descriptors of Primary Colours in EEG Signals: A Classification Study.

Sara L. Ludvigsen, Emma H. Buøen, Andrés Felipe Soler, Marta Molinas

Proceedings of the Brain Informatics - 14th International Conference, 2021

2020

Low-density EEG for Source Activity Reconstruction using Partial Brain Models.

Andrés Felipe Soler, Eduardo Giraldo, Marta Molinas

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

DYNLO: Enhancing Non-linear Regularized State Observer Brain Mapping Technique by Parameter Estimation with Extended Kalman Filter.

Andrés Felipe Soler Guevara, Eduardo Giraldo, Marta Molinas

Proceedings of the Bioinformatics and Biomedical Engineering, 2019

Partial Brain Model For real-time classification of RGB visual stimuli: A brain mapping approach to BCI.

Andrés Felipe Soler, Eduardo Giraldo, Marta Molinas

Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

2018

Regularized State Observers for Source Activity Estimation.

Andrés Felipe Soler, Pablo Andrés Muñoz-Gutiérrez, Eduardo Giraldo

Proceedings of the Brain Informatics - International Conference, 2018