ListarIC - Contribuciones a congresos científicos por tema "EEG"
Mostrando ítems 1-5 de 5
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Bi-LSTM Neural Network for EEG-based detection of musical characteristics
Ariza Cervera, Isaac; Guillén, Sergio; Tardón-García, Lorenzo José
; Barbancho-Pérez, Ana María; Barbancho-Pérez, Isabel (2023)
Electroencephalography (EEG) combined with Deep Learning and digital signal processing allows for mental activity recognition. In our study, a new feature extraction model-based is presented when combined with Bi-LSTM ... -
EEG Signal Analysis for the Detection of Spoken Language Comprehension
Guillén, Sergio; Tardón-García, Lorenzo José; Barbancho-Pérez, Ana María; De Torres García, Irene; Barbancho-Pérez, Isabel (2022-09)
The human brain performs a series of complex processing steps to translate spoken language from mere sound into meaning. In this article, through the analysis of electroencephalogram (EEG) signals, we try to identify those ... -
Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia Detection.
Castillo-Barnes, Diego; Ortiz-García, Andrés; Stabile, Pietro; Gallego Molina, Nicolás Jesús; Figueiredo, Patrícia; Luque-Vilaseca, Juan Luis[et al.] (Springer Nature, 2024)
In this study, we introduced and applied a novel histogram transformation technique to enhance the interpretability and discriminative power of Cross-Frequency Coupling (CFC) maps derived from EEG signals for dyslexia ... -
Explainable Exploration of the Interplay between HRV Features and EEG Local Connectivity Patterns in Dyslexia.
Formoso Trigo, Marco A.; Gallego-Molina, Nicolás J.; Ortiz-García, Andrés; Rodríguez-Rodríguez, Ignacio; Giménez-de-la-Peña, Almudena (2024-06-07)
Heart Rate Variability (HRV) is a measure of the variation in time between successive heartbeats, reflecting the influence of the au- tonomic nervous system on the heart. It can provide insights into the bal- ance between ... -
Inter-channel Granger Causality for Estimating EEG Phase Connectivity Patterns in Dyslexia
Rodríguez Rodríguez, Ignacio; Ortiz-García, Andrés; Formoso, Marco A.; Gallego-Molina, Nicolás J.; Luque-Vilaseca, Juan Luis (2022)
Methods like Electroencephalography (EEG) and magnetoencephalogram (MEG) record brain oscillations and provide an invaluable insight into healthy and pathological brain function. These signals are helpful to study and ...