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Alejandro Orozco Valero

University of Granada

SCHOLARLY PAPERS

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Scholarly Papers (1)

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A Hybrid Machine Learning and Mechanistic Modelling Approach for Probing Potential Biomarkers of Excitation/Inhibition Imbalance in Cortical Circuits in Dementia

Number of pages: 21 Posted: 15 Oct 2024
Juan Miguel García, Alejandro Orozco Valero, Victor Rodríguez-González, Noemi Montobbio, Francisco Pelayo, Christian Morillas, Jesus Poza Crespo, Carlos Gomez Pena and Pablo Martínez-Cañada
University of Granada, University of Granada, University of Valladolid, University of Genoa, University of Granada, University of Granada, University of Valladolid, University of Valladolid and University of Granada
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Abstract:

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Machine-learning assisted simulation, Excitation/inhibition (E/I), Alzheimer's disease (AD), Frontotemporal dementia (FTD), biophysical modelling, spiking network model, ANN.