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Journal Articles
- 2019
[j7]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)- 2017
- [j6]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
- [j5]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) - [j4]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) - [j3]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
- [j2]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) - 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
- [c4]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
- [c3]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 - 2012
- [c2]Taras Iakymchuk, Alfredo Rosado, José V. Francés, Manuel Bataller:
Fast spiking neural network architecture for low-cost FPGA devices. ReCoSoC 2012: 1-6 - 2000
- [c1]José V. Francés, Javier Calpe, M. Martínez, Alfredo Rosado, Antonio J. Serrano, Javier Calleja, M. Díaz:
Application of ARMA modeling to the improvement of weight estimations in fruit sorting and grading machinery. ICASSP 2000: 3666-3669
Coauthor Index
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