41 citations · 57 across the 5 of their papers we have counts for
5 papers
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia
Francisco Jesus Martinez-Murcia, Andrés Ortiz, Juan Manuel Górriz +4
The Temporal Sampling Framework (TSF) theorizes that the characteristic phonological difficulties of dyslexia are caused by an atypical oscillatory sampling at one or more temporal…
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…
Dyslexia detection from EEG signals using SSA component correlation and Convolutional Neural Networks
Andrés Ortiz, Francisco J. Martinez-Murcia, Marco A. Formoso +2
Objective dyslexia diagnosis is not a straighforward task since it is traditionally performed by means of the intepretation of different behavioural tests. Moreover, these tests ar…
A Neural Approach to Ordinal Regression for the Preventive Assessment of Developmental Dyslexia
F. J. Martinez-Murcia, A. Ortiz, Marco A. Formoso +3
Developmental Dyslexia (DD) is a learning disability related to the acquisition of reading skills that affects about 5% of the population. DD can have an enormous impact on the int…