Andrés Felipe Soler

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Classification Accuracy

Top Venues

Comput. Biol. Medicine

Publications

Øystein Sletta, Amandeep Cheema, Anne Joo Marthinsen, Ida Marie Andreassen, Christian Moe Sletten, Ivar Tesdal Galtung, Andrés Felipe Soler, Marta Molinas
Newly identified Phonocardiography frequency bands for psychological stress detection with Deep Wavelet Scattering Network. Comput. Biol. Medicine 178 (2024)
Andrés Felipe Soler, Eduardo Giraldo, Marta Molinas
EEG source imaging of hand movement-related areas: an evaluation of the reconstruction and classification accuracy with optimized channels. Brain Informatics 11 (1) (2024)
Anne Joo Marthinsen, Ivar Tesdal Galtung, Amandeep Cheema, Christian Moe Sletten, Ida Marie Andreassen, Øystein Sletta, Andrés Felipe Soler, Marta Molinas
Psychological stress detection with optimally selected EEG channel using machine learning techniques. AIxHMI@AI*IA (2023)
Simen Fløtaker, Andrés Felipe Soler, Marta Molinas
Primary color decoding using deep learning on source reconstructed EEG signal responses. EMBC (2023)
Andrés Felipe Soler, Eduardo Giraldo, Marta Molinas
EEG Source Imaging of Hand Movement-Related Areas: An Evaluation of the Reconstruction Accuracy with Optimized Channels. BI (2023)
Håkon Stenwig, Andrés Felipe Soler, Junya Furuki, Yoko Suzuki, Takashi Abe, Marta Molinas
Automatic Sleep Stage Classification with Optimized Selection of EEG Channels. ICMLA (2022)
Andrés Felipe Soler, Eduardo Giraldo, Lars Lundheim, Marta Molinas
Relevance-based Channel Selection for EEG Source Reconstruction: An Approach to Identify Low-density Channel Subsets. BIOIMAGING (2022)
Sara L. Ludvigsen, Emma H. Buøen, Andrés Felipe Soler, Marta Molinas
Searching for Unique Neural Descriptors of Primary Colours in EEG Signals: A Classification Study. BI (2021)
Andrés Felipe Soler, Eduardo Giraldo, Marta Molinas
Low-density EEG for Source Activity Reconstruction using Partial Brain Models. BIOIMAGING (2020)
Andrés Felipe Soler, Eduardo Giraldo, Marta Molinas
Partial Brain Model For real-time classification of RGB visual stimuli: A brain mapping approach to BCI. GBCIC (2019)
Andrés Felipe Soler, Pablo Andrés Muñoz-Gutiérrez, Eduardo Giraldo
Regularized State Observers for Source Activity Estimation. BI (2018)