407 citations
- Universidad de GranadaES24 papers
- Instituto de Astrofísica de AndalucíaES13 papers
- Centre National de la Recherche ScientifiqueFR12 papers
- Universidad de ZaragozaES11 papers
- Special Astrophysical ObservatoryRU8 papers
- University of the Basque CountryES7 papers
- Aryabhatta Research Institute of Observational SciencesIN6 papers
- Czech Academy of Sciences, Astronomical InstituteCZ6 papers
- Goddard Space Flight CenterUS6 papers
- Universidade da CoruñaES6 papers
- Universidade de São PauloBR6 papers
- KTH Royal Institute of TechnologySE5 papers
7 papers · 1 filter
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…
Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed?
Francisco J. Martinez-Murcia, Juan M. Górriz, Javier Ramírez +1
Spatial and intensity normalization are nowadays a prerequisite for neuroimaging analysis. Influenced by voxel-wise and other univariate comparisons, where these corrections are ke…
Robot-Assisted Navigation for Visually Impaired through Adaptive Impedance and Path Planning
Pietro Balatti, Idil Ozdamar, Doganay Sirintuna +4
This paper presents a framework to navigate visually impaired people through unfamiliar environments by means of a mobile manipulator. The Human-Robot system consists of three key…
Bayesian and Neural Inference on LSTM-based Object Recognition from Tactile and Kinesthetic Information
Francisco Pastor, Jorge García-González, Juan M. Gandarias +4
Recent advances in the field of intelligent robotic manipulation pursue providing robotic hands with touch sensitivity. Haptic perception encompasses the sensing modalities encount…
CNN-based Methods for Object Recognition with High-Resolution Tactile Sensors
Juan M. Gandarias, Alfonso J. García-Cerezo, Jesús M. Gómez-de-Gabriel
Novel high-resolution pressure-sensor arrays allow treating pressure readings as standard images. Computer vision algorithms and methods such as Convolutional Neural Networks (CNN)…
CAT-MOOD methods for conservation laws in one space dimension
R. Loubere, E. Macca, C. Pares +1
In this paper we blend high-order Compact Approximate Taylor (CAT) numerical methods with the a posteriori Multi-dimensional Optimal Order Detection (MOOD) paradigm to solve hyperb…