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ORCIDManuel Bataller-Mompeán
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Journal Articles
- 2019
[j12]Leandro D. Medus
, Taras Iakymchuk, José Vicente Francés-Víllora, Manuel Bataller-Mompeán, Alfredo Rosado Muñoz:
A Novel Systolic Parallel Hardware Architecture for the FPGA Acceleration of Feedforward Neural Networks. IEEE Access 7: 76084-76103 (2019)- 2018
- [j11]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
- [j10]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
- [j9]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) - [j8]Taras Iakymchuk, Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, José Vicente Francés-Víllora, Emmanuel Ovie Osimiry:
Versatile Direct and Transpose Matrix Multiplication with Chained Operations: An Optimized Architecture Using Circulant Matrices. IEEE Trans. Computers 65(11): 3470-3479 (2016) - [j7]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) - 2015
- [j6]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) - 2014
- [j5]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) - 2011
- [j4]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) - 2008
- [j3]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
- [j2]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) - 2003
- [j1]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)
Conference and Workshop Papers
- 2016
- [c9]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
- [c8]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 - 2013
- [c7]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 - [c6]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
- [c5]Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, Juan Guerrero-Martínez:
FPGA Implementation of Spiking Neural Network. CESCIT 2012: 139-144 - [c4]Alfredo Rosado, Taras Iakymchuk, Manuel Bataller, Marek Wegrzyn:
Hardware-efficient matrix inversion algorithm for complex adaptive systems. ICECS 2012: 41-44 - [c3]Taras Iakymchuk, Alfredo Rosado, Emilio Soria-Olivas, Manuel Bataller:
Implementation of a new adaptive algorithm using fuzzy cost function and robust to impulsive noise. ICECS 2012: 45-48 - [c2]Taras Iakymchuk, Alfredo Rosado, José V. Francés, Manuel Bataller:
Fast spiking neural network architecture for low-cost FPGA devices. ReCoSoC 2012: 1-6 - 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
Coauthor Index
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