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ORCIDJuan Guerrero-Martínez
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2010 – 2019
- 2019
[j15]Gabriel Martin Bellino
, Luciano Schiaffino, Marisa Battisti, Juan Guerrero-Martínez, Alfredo Rosado Muñoz:
Optimization of the KNN Supervised Classification Algorithm as a Support Tool for the Implantation of Deep Brain Stimulators in Patients with Parkinson's Disease. Entropy 21(4): 346 (2019)- 2018
- [j14]Juan Barrios-Aviles, Alfredo Rosado Muñoz, Leandro D. Medus, Manuel Bataller-Mompeán, Juan-Francisco Guerrero-Martínez:
Less Data Same Information for Event-Based Sensors: A Bioinspired Filtering and Data Reduction Algorithm. Sensors 18(12): 4122 (2018) - 2017
- [j13]Ángeles Tepper, Mauricio Carlos Henrich, Luciano Schiaffino, Alfredo Rosado Muñoz, Antonio Gutiérrez, Juan Guerrero-Martínez:
Selection of the Optimal Algorithm for Real-Time Estimation of Beta Band Power during DBS Surgeries in Patients with Parkinson's Disease. Comput. Intell. Neurosci. 2017: 1512504:1-1512504:9 (2017) - [j12]Azeddine Mjahad, Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, José V. Francés, Juan Guerrero-Martínez:
Ventricular Fibrillation and Tachycardia detection from surface ECG using time-frequency representation images as input dataset for machine learning. Comput. Methods Programs Biomed. 141: 119-127 (2017) - 2016
- [j11]José Vicente Francés-Víllora, Alfredo Rosado Muñoz, José M. Martínez-Villena, Manuel Bataller-Mompeán, Juan-Francisco Guerrero-Martínez, Marek Wegrzyn:
Hardware implementation of real-time Extreme Learning Machine in FPGA: Analysis of precision, resource occupation and performance. Comput. Electr. Eng. 51: 139-156 (2016) - [j10]Manuel Bataller-Mompeán, José Miguel Martínez-Villena, Alfredo Rosado Muñoz, José Vicente Francés-Víllora, Juan Guerrero-Martínez, Marek Wegrzyn, Marian Adamski:
Support Tool for the Combined Software/Hardware Design of On-Chip ELM Training for SLFF Neural Networks. IEEE Trans. Ind. Informatics 12(3): 1114-1123 (2016) - [c7]Juan Barrios-Aviles, Taras Iakymchuk, Alfredo Rosado Muñoz, José V. Francés-Víllora, Manuel Bataller-Mompeán, Juan Guerrero-Martínez:
Event-based encoding from digital magnetic compass and ultrasonic distance sensor for navigation in mobile systems. INDIN 2016: 640-645 - 2015
- [j9]Taras Iakymchuk, Alfredo Rosado Muñoz, Juan Guerrero-Martínez, Manuel Bataller-Mompeán, José V. Francés-Víllora:
Simplified spiking neural network architecture and STDP learning algorithm applied to image classification. EURASIP J. Image Video Process. 2015: 4 (2015) - [c6]José Miguel Martínez-Villena, José Vicente Francés-Víllora, Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, Juan-Francisco Guerrero-Martínez, Marek Wegrzyn, Marian Adamski:
Design environment for hardware generation of SLFF neural network topologies with ELM training capability. INDIN 2015: 868-875 - 2014
- [j8]Juan Caravaca, Emilio Soria-Olivas, Manuel Bataller, Antonio J. Serrano, Luis Such-Miquel, Joan Vila-Francés, Juan-Francisco Guerrero-Martínez:
Application of machine learning techniques to analyse the effects of physical exercise in ventricular fibrillation. Comput. Biol. Medicine 45: 1-7 (2014) - 2013
- [c5]Juan Caravaca, Antonio J. Serrano-López, Emilio Soria-Olivas, Manuel Bataller, Alfredo Rosado Muñoz, Luís Such-Belenguer, Juan-Francisco Guerrero-Martínez:
Effects of Physical Exercise and Glibenclamide in Local Activation Waves During Ventricular Fibrillation. CinC 2013: 1083-1086 - [c4]Juan Caravaca, Antonio J. Serrano-López, Emilio Soria-Olivas, Manuel Bataller, Alfredo Rosado Muñoz, Luís Such-Belenguer, Juan-Francisco Guerrero-Martínez:
Temporal Evolution of Spatial Regularity in Ventricular Fibrillation Modified by Physical Exercise. CinC 2013: 1087-1090 - 2012
- [j7]Juan José Carrasco Fernández, Emilio Soria-Olivas, Juan Gómez-Sanchís, Antonio José Serrano, Antonio Soriano-Asensi, Juan-Francisco Guerrero-Martínez:
MATLAB-based educational software for exploratory data analysis (EDA toolkit). Comput. Appl. Eng. Educ. 20(2): 313-320 (2012) - [c3]Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, Juan Guerrero-Martínez:
FPGA Implementation of Spiking Neural Network. CESCIT 2012: 139-144 - [c2]Juan Caravaca, Antonio J. Serrano-López, Emilio Soria-Olivas, Pablo Escandell-Montero, José María Martínez-Martínez, Juan-Francisco Guerrero-Martínez:
Analysis of ventricular fibrillation signals using feature selection methods. CIP 2012: 1-6 - 2011
- [j6]Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, Emilio Soria-Olivas, Claudio Scarante, Juan Guerrero-Martínez:
FPGA Implementation of an Adaptive Filter Robust to Impulsive Noise: Two Approaches. IEEE Trans. Ind. Electron. 58(3): 860-870 (2011)
2000 – 2009
- 2008
- [j5]Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, Juan Guerrero-Martínez:
Aprendizaje por Proyectos: Una Aproximación Docente al Diseño Digital Basado en VHDL. Rev. Iberoam. de Tecnol. del Aprendiz. 3(2): 87-95 (2008) - 2007
- [j4]Juan Guerrero-Martínez, Manuel Bataller-Mompeán, Emilio Soria-Olivas, Rafael Magdalena:
BioLab: An Educational Tool for Signal Processing Training in Biomedical Engineering. IEEE Trans. Educ. 50(1): 34-40 (2007) - 2006
- [c1]C. A. DeJuan-Esteban, Alfredo Rosado Muñoz, Emilio Soria-Olivas, Manuel Bataller-Mompeán, Juan Guerrero-Martínez:
An approach to Co-design of Complex Adaptive Systems. ReCoSoC 2006: 139-145 - 2004
- [j3]Gustavo Camps-Valls, Marcelino Martínez-Sober, Emilio Soria-Olivas, José Rafael Magdalena Benedicto, Javier Calpe-Maravilla, Juan Guerrero-Martínez:
Foetal ECG recovery using dynamic neural networks. Artif. Intell. Medicine 31(3): 197-209 (2004) - 2003
- [j2]Alfredo Rosado, Manuel Bataller-Mompeán, Juan Guerrero-Martínez, Javier Calpe, José V. Francés, José Rafael Magdalena Benedicto:
High performance hardware correlation coefficient assessment using programmable logic for ECG signals. Microprocess. Microsystems 27(1): 33-39 (2003)
1990 – 1999
- 1998
- [j1]Emilio Soria-Olivas, Marcelino Martínez-Sober, Javier Calpe-Maravilla, Juan-Francisco Guerrero-Martínez, Javier Chorro-Gascó, José Espí-López:
Application of adaptive signal processing for determining the limits of P and T waves in an ECG. IEEE Trans. Biomed. Eng. 45(8): 1077-1080 (1998)
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