44 citations · 46 across the 3 of their papers we have counts for
4 papers
DualFlexKAN: Dual-stage Kolmogorov-Arnold Networks with Independent Function Control
Andrés Ortiz, Nicolás J. Gallego-Molina, Carmen Jiménez-Mesa +2
Multi-Layer Perceptrons (MLPs) rely on pre-defined, fixed activation functions, imposing a static inductive bias that forces the network to approximate complex topologies solely th…
Complex network modelling of EEG band coupling in dyslexia: an exploratory analysis of auditory processing and diagnosis
Nicolás J. Gallego-Molina, Andrés Ortiz, Francisco J. Martínez-Murcia +2
Complex network analysis has an increasing relevance in the study of neurological disorders, enhancing the knowledge of brain's structural and functional organization. Network stru…
Temporal EigenPAC for dyslexia diagnosis
Nicolás Gallego-Molina, Marco Formoso, Andrés Ortiz +2
Electroencephalography signals allow to explore the functional activity of the brain cortex in a non-invasive way. However, the analysis of these signals is not straightforward due…
Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis
Marco A. Formoso, Andrés Ortiz, Francisco J. Martínez-Murcia +2
Several methods have been developed to extract information from electroencephalograms (EEG). One of them is Phase-Amplitude Coupling (PAC) which is a type of Cross-Frequency Coupli…