Address: Campus Río Ebro, University of Zaragoza
C/María de Luna 1, Ada Byron Building,
50018, Zaragoza, Spain
I am a PhD student at the Computer Architecture Group (gaZ) at the University of Zaragoza under the supervision of Javier Resano, where I am working on the development of hardware support for DNNs.
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), and then I graduated in Informatics Engineering from the University of Zaragoza, Spain (2017).
Our research is mainly focused on the development of efficient accelerators for Machine Learning techniques on Embedded Systems. Our main target application has been on-board classification of Hyperspectral Images (HI).
FPGA Accelerator for Gradient Boosting Decision Trees Journal Article
In: Electronics, vol. 10, no. 3, pp. 314, 2021.
Inference in supervised spectral classifiers for on-board hyperspectral imaging: An overview Journal Article
In: Remote Sensing, vol. 12, no. 3, pp. 534, 2020.
GPU-Friendly Neural Networks for Remote Sensing Scene Classification Journal Article
In: IEEE Geoscience and Remote Sensing Letters, 2020.
Analysis of a Pipelined Architecture for Sparse DNNs on Embedded Systems Journal Article
In: IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 28, no. 9, pp. 1993–2003, 2020.
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.