Andrés Felipe Soler

Orcid: 0000-0002-5053-3679

According to our database1, Andrés Felipe Soler authored at least 12 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
EEG source imaging of hand movement-related areas: an evaluation of the reconstruction and classification accuracy with optimized channels.
Brain Informatics, December, 2024

Newly identified Phonocardiography frequency bands for psychological stress detection with Deep Wavelet Scattering Network.
Comput. Biol. Medicine, 2024

2023
Primary color decoding using deep learning on source reconstructed EEG signal responses.
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.
Proceedings of the Brain Informatics - 16th International Conference, 2023

Psychological stress detection with optimally selected EEG channel using machine learning techniques.
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.
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.
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.
Proceedings of the Brain Informatics - 14th International Conference, 2021

2020
Low-density EEG for Source Activity Reconstruction using Partial Brain Models.
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.
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.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

2018
Regularized State Observers for Source Activity Estimation.
Proceedings of the Brain Informatics - International Conference, 2018


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