Manuel Bataller-Mompeán

15 papers C 2Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2019 J jnl
A Novel Systolic Parallel Hardware Architecture for the FPGA Acceleration of Feedforward Neural Networks.
IEEE Access
Leandro D. Medus, Taras Iakymchuk, José Vicente Francés-Víllora, Manuel Bataller-Mompeán, Alfredo Rosado Muñoz
2018 J jnl
Less Data Same Information for Event-Based Sensors: A Bioinspired Filtering and Data Reduction Algorithm.
Sensors
Juan Barrios-Aviles, Alfredo Rosado Muñoz, Leandro D. Medus, Manuel Bataller-Mompeán, Juan-Francisco Guerrero-Martínez
2017 J jnl
Ventricular Fibrillation and Tachycardia detection from surface ECG using time-frequency representation images as input dataset for machine learning.
Comput. Methods Programs Biomed.
Azeddine Mjahad, Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, José V. Francés, Juan Guerrero-Martínez
2016 C conf
Event-based encoding from digital magnetic compass and ultrasonic distance sensor for navigation in mobile systems.
INDIN
Juan Barrios-Aviles, Taras Iakymchuk, Alfredo Rosado Muñoz, José V. Francés-Víllora, Manuel Bataller-Mompeán, Juan Guerrero-Martínez
2016 J jnl
Hardware implementation of real-time Extreme Learning Machine in FPGA: Analysis of precision, resource occupation and performance.
Comput. Electr. Eng.
José Vicente Francés-Víllora, Alfredo Rosado Muñoz, José M. Martínez-Villena, Manuel Bataller-Mompeán, Juan-Francisco Guerrero-Martínez, Marek Wegrzyn
2016 J jnl
Support Tool for the Combined Software/Hardware Design of On-Chip ELM Training for SLFF Neural Networks.
IEEE Trans. Ind. Informatics
Manuel Bataller-Mompeán, José Miguel Martínez-Villena, Alfredo Rosado Muñoz, José Vicente Francés-Víllora, Juan Guerrero-Martínez, Marek Wegrzyn, Marian Adamski
2016 J jnl
Versatile Direct and Transpose Matrix Multiplication with Chained Operations: An Optimized Architecture Using Circulant Matrices.
IEEE Trans. Computers
Taras Iakymchuk, Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, José Vicente Francés-Víllora, Emmanuel Ovie Osimiry
2015 C conf
Design environment for hardware generation of SLFF neural network topologies with ELM training capability.
INDIN
José Miguel Martínez-Villena, José Vicente Francés-Víllora, Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, Juan-Francisco Guerrero-Martínez, Marek Wegrzyn, Marian Adamski
2015 J jnl
Simplified spiking neural network architecture and STDP learning algorithm applied to image classification.
EURASIP J. Image Video Process.
Taras Iakymchuk, Alfredo Rosado Muñoz, Juan Guerrero-Martínez, Manuel Bataller-Mompeán, José V. Francés-Víllora
2012 — conf
FPGA Implementation of Spiking Neural Network.
CESCIT
Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, Juan Guerrero-Martínez
2011 J jnl
FPGA Implementation of an Adaptive Filter Robust to Impulsive Noise: Two Approaches.
IEEE Trans. Ind. Electron.
Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, Emilio Soria-Olivas, Claudio Scarante, Juan Guerrero-Martínez
2008 J jnl
Aprendizaje por Proyectos: Una Aproximación Docente al Diseño Digital Basado en VHDL.
Rev. Iberoam. de Tecnol. del Aprendiz.
Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, Juan Guerrero-Martínez
2007 J jnl
BioLab: An Educational Tool for Signal Processing Training in Biomedical Engineering.
IEEE Trans. Educ.
Juan Guerrero-Martínez, Manuel Bataller-Mompeán, Emilio Soria-Olivas, Rafael Magdalena
2006 — conf
An approach to Co-design of Complex Adaptive Systems.
ReCoSoC
C. A. DeJuan-Esteban, Alfredo Rosado Muñoz, Emilio Soria-Olivas, Manuel Bataller-Mompeán, Juan Guerrero-Martínez
2003 J jnl
High performance hardware correlation coefficient assessment using programmable logic for ECG signals.
Microprocess. Microsystems
Alfredo Rosado, Manuel Bataller-Mompeán, Juan Guerrero-Martínez, Javier Calpe, José V. Francés, José Rafael Magdalena Benedicto