Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Gonzalo Joya"'
Autor:
Francisco García-Lagos, Ruxandra Stoean, Luis Velázquez-Pérez, Roberto Becerra-García, Gonzalo Joya, Miguel Atencia, Rodolfo García-Bermúdez, Catalin Stoean
Publikováno v:
PLoS ONE
PLoS ONE, Vol 15, Iss 7, p e0236401 (2020)
PLoS ONE, Vol 15, Iss 7, p e0236401 (2020)
Medical data are often tricky to get mined for patterns even by the generally demonstrated successful modern methodologies of deep learning. This paper puts forward such a medical classification task, where patient registers of two of the categories
Publikováno v:
Sensors (Basel, Switzerland)
Sensors, Vol 21, Iss 5021, p 5021 (2021)
Sensors
Volume 21
Issue 15
Sensors, Vol 21, Iss 5021, p 5021 (2021)
Sensors
Volume 21
Issue 15
Saccadic electrooculograms are discrete biosignals that contain the instantaneous angular position of the human eyes as a response to saccadic visual stimuli. These signals are essential to monitor and evaluate several neurological diseases, such as
Publikováno v:
Advances in Computational Intelligence ISBN: 9783030205201
IWANN (1)
IWANN (1)
One prevalent option used in the manufacturing of dental and orthopedic medical implants is titanium, since it is a strong, yet light, biocompatible metal. Nevertheless, possible micro-defects due to earlier chemical treatment can alter its surface m
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::66345e7bb134da6bee5320352ecb9da5
https://doi.org/10.1007/978-3-030-20521-8_71
https://doi.org/10.1007/978-3-030-20521-8_71
Publikováno v:
Advances in Computational Intelligence ISBN: 9783030205171
IWANN (2)
RIUMA. Repositorio Institucional de la Universidad de Málaga
instname
IWANN (2)
RIUMA. Repositorio Institucional de la Universidad de Málaga
instname
In this paper we introduce a novel methodology for unsupervised analysis of time series, based upon the iterative implementation of a clustering algorithm embedded into the evolution of a recurrent Echo State Network. The main features of the tempora
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aac5f483e993716fed9c550566eae87a
https://doi.org/10.1007/978-3-030-20518-8_7
https://doi.org/10.1007/978-3-030-20518-8_7
Autor:
Fernando Rojas, David Zambrano, Gonzalo Joya, Christian Torres, Roberto Becerra, Rodolfo García-Bermúdez, Gabriel Demera
Publikováno v:
Bioinformatics and Biomedical Engineering ISBN: 9783319561479
IWBBIO (1)
IWBBIO (1)
The differentiation of signals in presence of noise results complicated, due to the amplification effect of the traditional methods. In this work we do a preliminary evaluation of the use of the wavelet transform to obtain the first derivative in ele
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cfbda070f69ddba53d1d85c160d11429
https://doi.org/10.1007/978-3-319-56148-6_50
https://doi.org/10.1007/978-3-319-56148-6_50
Autor:
Fernando Rojas, Camilo Velázquez, Gabriel Demera, Rodolfo García-Bermúdez, Roberto Becerra-García, Gonzalo Joya, Christian Torres
Publikováno v:
International Journal of Psychophysiology. 108:170
Autor:
Carmen Pino, Roberto Becerra, Gonzalo Joya, Roberto Rodríguez, Luis Velázquez, Rodolfo García Bermudez
Publikováno v:
Advances in Computational Intelligence ISBN: 9783642386817
IWANN (2)
IWANN (2)
In this paper, we compare the performance of two different methods for the task of electrooculogram saccadic points classification in patients with Ataxia SCA2: Multilayer Perceptrons (MLP) and Random Forest. First we segment the recordings of 6 subj
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1285c55e131280f04db788f21f7ffa63
https://doi.org/10.1007/978-3-642-38682-4_14
https://doi.org/10.1007/978-3-642-38682-4_14
Publikováno v:
Scopus-Elsevier
In this paper an analysis of the applicability of Kohonen's self-organizing maps (SOMs) to contingency analysis in power systems is presented. We show the applicability of this artificial neural paradigm for both visualization and graphic monitoring
Publikováno v:
New Trends in Neural Computation ISBN: 9783540567981
IWANN
IWANN
The need to provide a neural network for pattern recognition with invariance to a new transformation, projectivity, is considered. This invariance is justified when working with object images that can appear rotated in relation to an axis contained i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::79ea4130ceb813c20f2b1a88e2433b4a
https://doi.org/10.1007/3-540-56798-4_195
https://doi.org/10.1007/3-540-56798-4_195