Listar por autor "Guillén, Sergio"
Mostrando ítems 1-4 de 4
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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 ... -
Complete E-Prime experiment, including code and media files, to perform synchronized EEG data recordings according to the experiment and descriptions in ‘Neural processing of Musical Mode through EEG signals’.
Tardón-García, Lorenzo José; Guillén, Sergio; Barbancho-Pérez, Ana María; Barbancho-Pérez, Isabel (Grupo de Aplicación de las Tecnologías de la Información y Comunicaciones (ATIC), 2024)
Complete E-Prime experiment, including code and media files, suitable to perform synchronized EEG data recordings according to the experiment and descriptions in: "Neural processing of Musical Mode through EEG signals" are ... -
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 ... -
Rhythm-Based Video Game Assessment.
Draus, Maciej; Tardón-García, Lorenzo José; Guillén, Sergio; Barbancho-Pérez, Ana María; Barbancho-Pérez, Isabel (2023)
Humans have shown a natural tendency to move or adapt, intentionally or unintentionally, to the beat of rhythmic auditory stimuli, such as music. This activity is sustained by a complex neuronal network, including perceptual ...