no code implementations • 18 Mar 2022 • Karmele López-de-Ipiña, Alberto Bergareche, Patricia De La Riva, Jordi Sole-Casals, Marcos Faundez-Zanuy, Jose Felix Marti-Masso, Mikel Iturrate, Blanca Beitia, Pilar Calvo, Enric Sesa-Nogueras, Josep Roure, Itziar Gurrutxaga, Joseba Garcia-Melero
Biomedical systems are regulated by interacting mechanisms that operate across multiple spatial and temporal scales and produce biosignals with linear and non-linear information inside.
no code implementations • 9 Mar 2022 • Elsa Fernandez, Jordi Sole-Casals, Pilar M. Calvo, Marcos Faundez-Zanuy, Karmele Lopez-de-Ipina
Dementia, and specially Alzheimer s disease (AD) and Mild Cognitive Impairment (MCI) are one of the most important diseases suffered by elderly population.
no code implementations • 23 Feb 2022 • Marcos Faundez-Zanuy, Jordi Sole-Casals
In this paper we propose the inversion of nonlinear distortions in order to improve the recognition rates of a speaker recognizer system.
no code implementations • 13 Jun 2018 • Jordi Sole-Casals, Cesar F. Caiafa, Qibin Zhao, Adrzej Cichocki
For the random missing channels case, we show that tensor completion algorithms help to reconstruct missing channels, significantly improving the accuracy in the classification of motor imagery, however, not at the same level as clean data.