Assistant Professor
Email: alcolea@unizar.es
Address: Campus Río Ebro, University of Zaragoza
C/María de Luna 1, Ada Byron Building,
50018, Zaragoza, Spain
ABOUT ME
I am an assistant professor in the Computer Architecture Group (gaZ) at the University of Zaragoza.
Before that, I graduated in Social Work from the University of Zaragoza, Spain (2010), I obtained my master degree in International Peace, Conflict and Development Studies from the University Jaume I of Castellón, Spain (2012), I graduated in Informatics Engineering from the University of Zaragoza, Spain (2017), and then I received my PhD in System Engineering and Computer Science at the University of Zaragoza, Spain ().
Current research
My main research topic is the search for efficient and reliable machine learning algorithms, which includes the analysis and improvement of models (especially Bayesian models) and the development of hardware support for them.
PUBLICATIONS
2018
Journal Articles
Moreno, Adrián Alcolea; Olivito, Javier; Resano, Javier
An Efficient Hardware Accelerator to Handle Compressed Filters and Avoid Useless Operations in CNNs Journal Article
In: Jornada de Jóvenes Investigadores del I3A, vol. 6, 2018.
@article{moreno2018efficient,
title = {An Efficient Hardware Accelerator to Handle Compressed Filters and Avoid Useless Operations in CNNs},
author = {Adrián Alcolea Moreno and Javier Olivito and Javier Resano},
year = {2018},
date = {2018-01-01},
journal = {Jornada de Jóvenes Investigadores del I3A},
volume = {6},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2017
Journal Articles
Alcolea, Adrián; Resano, Javier
On-board Efficient Hyperspectral Image Classification Using Convolutional Neural Networks on Reconfigurable Hardware Journal Article
In: Univ. Zaragoza, 2017.
@article{alcolea2017board,
title = {On-board Efficient Hyperspectral Image Classification Using Convolutional Neural Networks on Reconfigurable Hardware},
author = {Adrián Alcolea and Javier Resano},
year = {2017},
date = {2017-01-01},
journal = {Univ. Zaragoza},
keywords = {},
pubstate = {published},
tppubtype = {article}
}