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Roberto Hornero

University of Valladolid

8 C/Plaza de Santa Cruz

Valladolid, 47002

Spain

Centro de Investigación Biomédica en Red en Bioingeniería

  • University of Valladolid

SCHOLARLY PAPERS

3

DOWNLOADS

196

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Towards An Integrative and Interpretable Framework to Unveil the Neurophysiological Fingerprint of Alzheimer's Disease and Mild Cognitive Impairment: A Machine Learning-SHAP Approach

Number of pages: 16 Posted: 26 Feb 2025 Last Revised: 22 Apr 2025
Víctor Gutiérrez-de Pablo, María Herrero-Tudela, Marina Sandonís-Fernández, Jesus Poza Crespo, Aarón Maturana-Candelas, Victor Rodríguez-González, Miguel Ángel Tola-Arribas, Mónica Cano, Hideyuki Hoshi, Yoshihito Shigihara, Roberto Hornero and Carlos Gomez Pena
University of Valladolid - ETSI Telecomunicación, University of Valladolid, University of Valladolid, University of Valladolid, University of Valladolid, University of Valladolid, Hospital Universitario Río Hortega, Hospital Universitario Río Hortega, Hokuto Hospital, Hokuto Hospital, University of Valladolid and University of Valladolid
Downloads 109 (645,052)

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Alzheimer's Disease, Mild Cognitive Impairment, Machine Learning, SHAP, Magnetoencephalography, Electroencephalography, Neurophysiological Fingerprint

2.

Eeg Biomarkers of Cognitive Load: Insights from Incremental Element Encoding in Short-Term Working Memory

Number of pages: 10 Posted: 27 Jan 2025
Beatriz Pascual-Roa, Eduardo Santamaría Vázquez, Diego Marcos Martínez, Sergio Pérez Velasco, Rubén Ruíz Gálvez and Roberto Hornero
University of Valladolid, University of Valladolid, University of Valladolid, University of Valladolid, University of Valladolid and University of Valladolid
Downloads 72 (860,052)

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Cognitive loadElectroencephalography (EEG)Working memoryElement encodingEEG biomarkers

3.

Semantic-aware Decoding of Covert Inner Speech: A Multimodal EEG--EMG--Audio Framework

Number of pages: 17 Posted: 06 Jun 2026
Hossein Ahmadi, Eduardo Santamaria Vazquez, Luca Mesin and Roberto Hornero
Politecnico di Torino, University of Valladolid, Politecnico di Torino and University of Valladolid
Downloads 15

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inner speech, Imagined speech, Electroencephalography, semantic decoding, multimodal brain--computer interface, Electromyography, Deep Learning