Juan Guerrero-Martínez

Orcid: 0000-0001-6729-585X

According to our database1, Juan Guerrero-Martínez authored at least 22 papers between 1998 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Bibliography

2019
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, 2019

2018
Less Data Same Information for Event-Based Sensors: A Bioinspired Filtering and Data Reduction Algorithm.
Sensors, 2018

2017
Ventricular Fibrillation and Tachycardia detection from surface ECG using time-frequency representation images as input dataset for machine learning.
Comput. Methods Programs Biomed., 2017

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

2016
Support Tool for the Combined Software/Hardware Design of On-Chip ELM Training for SLFF Neural Networks.
IEEE Trans. Ind. Informatics, 2016

Hardware implementation of real-time Extreme Learning Machine in FPGA: Analysis of precision, resource occupation and performance.
Comput. Electr. Eng., 2016

Event-based encoding from digital magnetic compass and ultrasonic distance sensor for navigation in mobile systems.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

2015
Simplified spiking neural network architecture and STDP learning algorithm applied to image classification.
EURASIP J. Image Video Process., 2015

Design environment for hardware generation of SLFF neural network topologies with ELM training capability.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

2014
Application of machine learning techniques to analyse the effects of physical exercise in ventricular fibrillation.
Comput. Biol. Medicine, 2014

2013
Temporal Evolution of Spatial Regularity in Ventricular Fibrillation Modified by Physical Exercise.
Proceedings of the Computing in Cardiology, 2013

Effects of Physical Exercise and Glibenclamide in Local Activation Waves During Ventricular Fibrillation.
Proceedings of the Computing in Cardiology, 2013

2012
MATLAB-based educational software for exploratory data analysis (EDA toolkit).
Comput. Appl. Eng. Educ., 2012

Analysis of ventricular fibrillation signals using feature selection methods.
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

FPGA Implementation of Spiking Neural Network.
Proceedings of the 1st Conference on Embedded Systems, 2012

2011
FPGA Implementation of an Adaptive Filter Robust to Impulsive Noise: Two Approaches.
IEEE Trans. Ind. Electron., 2011

2008
Aprendizaje por Proyectos: Una Aproximación Docente al Diseño Digital Basado en VHDL.
Rev. Iberoam. de Tecnol. del Aprendiz., 2008

2007
BioLab: An Educational Tool for Signal Processing Training in Biomedical Engineering.
IEEE Trans. Educ., 2007

2006
An approach to Co-design of Complex Adaptive Systems.
Proceedings of the 2nd International Workshop on Reconfigurable Communication-centric Systems-on-Chip, 2006

2004
Foetal ECG recovery using dynamic neural networks.
Artif. Intell. Medicine, 2004

2003
High performance hardware correlation coefficient assessment using programmable logic for ECG signals.
Microprocess. Microsystems, 2003

1998
Application of adaptive signal processing for determining the limits of P and T waves in an ECG.
IEEE Trans. Biomed. Eng., 1998


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