Publications

@article{hernandez2023data,

title = {A data-driven approach to complement the A/T/(N) classification system using CSF biomarkers},

author = {Laura Hern\'{a}ndez-Lorenzo and Maria Jos\'{e} Gil-Moreno and Isabel Ortega-Madue\~{n}o and Maria Cruz C\'{a}rdenas and Maria Diez-Cirarda and Alfonso Delgado-\'{A}lvarez and Marta Palacios-Sarmiento and Jorge Matias-Guiu and Silvia Corrochano and Jos\'{e} L Ayala and others},

year  = {2023},

date = {2023-01-01},

journal = {CNS Neuroscience \& Therapeutics},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{castello2023experiences,

title = {Experiences with nested parallelism in task-parallel applications using malleable BLAS on multicore processors},

author = {Adri\'{a}n Castell\'{o} and Enrique S Quintana-Ort\'{i} and Rafael Rodr\'{i}guez S\'{a}nchez and Sandra Catal\'{a}n Pallar\'{e}s and Francisco Daniel Igual Pe\~{n}a},

year  = {2023},

date = {2023-01-01},

publisher = {SAGE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{murillo2023generating,

title = {Generating posit-based accelerators with high-level synthesis},

author = {Raul Murillo and Alberto A Del Barrio and Guillermo Botella and Christian Pilato},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Transactions on Circuits and Systems I: Regular Papers},

volume = {70},

number = {10},

pages = {4040\textendash4052},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{carrascal2023differential,

title = {Differential Evolution VQE for Crypto-currency Arbitrage. Quantum Optimization with many local minima},

author = {Gines Carrascal and Beatriz Roman and Guillermo Botella and Alberto Barrio},

year  = {2023},

date = {2023-01-01},

journal = {arXiv preprint arXiv:2308.01427},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mallasen2023percival,

title = {PERCIVAL: Integrating Posit and Quire Arithmetic into the RISC-V Ecosystem},

author = {David Mallas\'{e}n and Raul Murillo and Alberto A Del Barrio and Guillermo Botella and Luis Pi\~{n}uel and Manuel Prieto-Matias},

year  = {2023},

date = {2023-01-01},

booktitle = {Proceedings of the 20th ACM International Conference on Computing Frontiers},

pages = {375\textendash376},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gil2023prognostic,

title = {PROGNOSTIC VALUE OF AT (N) CLASSIFICATION IN CSF USING CLUSTERING ANALYSIS},

author = {Mar\'{i}a Jos\'{e} Gil-Moreno and Laura Hern\'{a}ndez-Lorenzo and Isabel Ortega-Madue\~{n}o and Mar\'{i}a Cruz C\'{a}rdenas-Fern\'{a}ndez and Mar\'{i}a D\'{i}ez-Cirarda and Alfonso Delgado-\'{A}lvarez and Marta Palacios-Sarmiento and Jorge Matias-Guiu and Silvia Corrochano-S\'{a}nchez and Jos\'{e} Luis Ayala and others},

year  = {2023},

date = {2023-01-01},

booktitle = {Alzheimer's Association International Conference},

journal = {Alzheimer's \& Dementia},

volume = {19},

pages = {e074923},

organization = {ALZ},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{garcia2023investigacion,

title = {Investigaci\'{o}n e innovaci\'{o}n inform\'{a}tica: La sociedad cient\'{i}fica inform\'{a}tica de Espa\~{n}a},

author = {Inmaculada Garc\'{i}a and Francisco Tirado and Antonio Vallecillo and Lourdes Moreno and Fara\'{o}n Llorens and others},

year  = {2023},

date = {2023-01-01},

journal = {Encuentros multidisciplinares},

volume = {25},

number = {75},

publisher = {Universidad Aut\'{o}noma de Madrid. Fundaci\'{o}n General},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{murillo2023hub,

title = {HUB meets posit: arithmetic units implementation},

author = {Raul Murillo and Javier Hormigo and Alberto A Del Barrio and Guillermo Botella},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Transactions on Circuits and Systems II: Express Briefs},

volume = {71},

number = {1},

pages = {440\textendash444},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{marinelli2023compad,

title = {COMPAD: A heterogeneous cache-scratchpad CPU architecture with data layout compaction for embedded loop-dominated applications},

author = {Tommaso Marinelli and Jos\'{e} Ignacio G\'{o}mez P\'{e}rez and Christian Tenllado and Francky Catthoor},

year  = {2023},

date = {2023-01-01},

journal = {Journal of Systems Architecture},

volume = {145},

pages = {103022},

publisher = {North-Holland},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{alaejos2023automatic,

title = {Automatic Generators for a Family of Matrix Multiplication Routines with Apache TVM},

author = {Guillermo Alaejos and Adri\'{a}n Castell\'{o} and Pedro Alonso-Jord\'{a} and Francisco D Igual and H\'{e}ctor Mart\'{i}nez and Enrique S Quintana-Ort\'{i}},

year  = {2023},

date = {2023-01-01},

journal = {arXiv preprint arXiv:2310.20347},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{imana2023hardware,

title = {Hardware architecture of Dillon’s APN permutation for different primitive polynomials},

author = {Jos\'{e} L Ima\~{n}a and Nikolay Kaleyski and Lilya Budaghyan},

year  = {2023},

date = {2023-01-01},

journal = {Microprocessors and Microsystems},

volume = {103},

pages = {104945},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{delgado2023unraveling,

title = {Unraveling brain fog in post-COVID syndrome: relationship between subjective cognitive complaints and cognitive function, fatigue, and neuropsychiatric symptoms},

author = {Cristina Delgado-Alonso and Mar\'{i}a D\'{i}ez-Cirarda and Josu\'{e} Pag\'{a}n and Carlos P\'{e}rez-Izquierdo and Silvia Oliver-Mas and Luc\'{i}a Fern\'{a}ndez-Romero and \'{A}lvaro Mart\'{i}nez-Petit and Mar\'{i}a Valles-Salgado and Mar\'{i}a Jos\'{e} Gil-Moreno and Miguel Yus and others},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {European Journal of Neurology},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{catalan2023fine,

title = {Fine-grain task-parallel algorithms for matrix factorizations and inversion on many-threaded CPUs},

author = {Sandra Catal\'{a}n and Jos\'{e} R Herrero and Francisco D Igual and Enrique S Quintana-Ort\'{i} and Rafael Rodr\'{i}guez-S\'{a}nchez},

year  = {2023},

date = {2023-01-01},

journal = {Concurrency and Computation: Practice and Experience},

volume = {35},

number = {27},

pages = {e6999},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{caballero2023multiafiliacion,

title = {La multiafiliaci\'{o}n: Reflexiones constructivas},

author = {Rafael Repiso Caballero and Jos\'{e} Ignacio Aguaded G\'{o}mez and Julio Montero D\'{i}az},

year  = {2023},

date = {2023-01-01},

journal = {Anuario ThinkEPI},

volume = {17},

number = {1},

publisher = {Ediciones Profesionales de la Informaci\'{o}n SL},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{de2023bayesian,

title = {A Bayesian Network-based Quantum procedure for Failure Risk Analysis},

author = {Gin\'{e}s Carrascal Heras and Guillermo Botella and Alberto A Del Barrio and David Kremer},

year  = {2023},

date = {2023-01-01},

journal = {Authorea Preprints},

publisher = {Authorea},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{de2023backtesting,

title = {Backtesting quantum computing algorithms for portfolio optimization},

author = {Gin\'{e}s Carrascal Heras and Paula Hernamperez Manso and Guillermo Botella and Alberto Antonio Barrio},

year  = {2023},

date = {2023-01-01},

journal = {Authorea Preprints},

publisher = {Authorea},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{del2023hackrf+,

title = {HackRF+ GNU Radio: A software-defined radio to teach communication theory},

author = {Alberto A Del Barrio and Jos\'{e} P Manzano and V\'{i}ctor M Maroto and \'{A}lvaro Villar\'{i}n and Josu\'{e} Pag\'{a}n and Marina Zapater and Jos\'{e} Ayala and Rom\'{a}n Hermida},

year  = {2023},

date = {2023-01-01},

journal = {The International Journal of Electrical Engineering \& Education},

volume = {60},

number = {1},

pages = {23\textendash40},

publisher = {SAGE Publications Sage UK: London, England},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dc-tpds23,

title = {Divide\&Content: A Fair OS-Level Resource Manager for Contention Balancing on NUMA Multicores},

author = {Carlos Bilbao and Juan Carlos Saez and Manuel Prieto-Matias},

doi = {10.1109/TPDS.2023.3309999},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Transactions on Parallel and Distributed Systems},

volume = {34},

number = {11},

pages = {2928-2945},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{carrascal2023bayesian,

title = {A Bayesian-network-based quantum procedure for failure risk analysis},

author = {Gines Carrascal and Guillermo Botella and Alberto Barrio and David Kremer},

year  = {2023},

date = {2023-01-01},

journal = {EPJ Quantum Technology},

volume = {10},

number = {1},

pages = {13},

publisher = {Springer Berlin Heidelberg},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{marinelli2022microarchitectural,

title = {Microarchitectural exploration of STT-MRAM last-level cache parameters for energy-efficient devices},

author = {Tommaso Marinelli and Jos\'{e} Ignacio G\'{o}mez P\'{e}rez and Christian Tenllado and Manu Komalan and Mohit Gupta and Francky Catthoor},

year  = {2022},

date = {2022-01-01},

journal = {ACM Transactions on Embedded Computing Systems (TECS)},

volume = {21},

number = {1},

pages = {1\textendash20},

publisher = {ACM New York, NY},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{huang2022reinforcement,

title = {Reinforcement learning-based joint reliability and performance optimization for hybrid-cache computing servers},

author = {Darong Huang and Ali Pahlevan and Luis Costero and Marina Zapater and David Atienza},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems},

volume = {41},

number = {12},

pages = {5596\textendash5609},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{matias2022neuropsychological,

title = {Neuropsychological predictors of fatigue in post-COVID syndrome},

author = {Jordi A Matias-Guiu and Cristina Delgado-Alonso and Mar\'{i}a D\'{i}ez-Cirarda and \'{A}lvaro Mart\'{i}nez-Petit and Silvia Oliver-Mas and Alfonso Delgado-\'{A}lvarez and Constanza Cuevas and Mar\'{i}a Valles-Salgado and Mar\'{i}a Jos\'{e} Gil and Miguel Yus and others},

year  = {2022},

date = {2022-01-01},

journal = {Journal of Clinical Medicine},

volume = {11},

number = {13},

pages = {3886},

publisher = {Mdpi},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{villalain2022prediction,

title = {Prediction of delivery within 7 days after diagnosis of early onset preeclampsia using machine-learning models},

author = {Cecilia Villala\'{i}n and Ignacio Herraiz and Paula Dom\'{i}nguez-Del Olmo and Pablo Angulo and Jos\'{e} Luis Ayala and Alberto Galindo},

year  = {2022},

date = {2022-01-01},

journal = {Frontiers in Cardiovascular Medicine},

volume = {9},

pages = {910701},

publisher = {Frontiers Media SA},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{chacon2022integracion,

title = {Integraci\'{o}n de t\'{e}cnicas de Learning Analytics en la evaluaci\'{o}n y mejora de las pr\'{a}cticas de laboratorio de las asignaturas de Ciencias e Ingenier\'{i}a},

author = {Jes\'{u}s Chac\'{o}n Sombr\'{i}a and Eva Besada Portas and Luis Torre Cubillo and L\'{i}a Garc\'{i}a P\'{e}rez and H\'{e}ctor Garcia de Marina Peinado and Daniela Alejandra Goncalves L\'{o}pez de Medrano and Alejandro Guti\'{e}rrez Font\'{a}n and Juan Francisco Jim\'{e}nez Castellanos and Jos\'{e} Antonio L\'{o}pez Orozco and Felix Marquez Vidal and others},

year  = {2022},

date = {2022-01-01},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{macias2022fpga,

title = {FPGA implementation of a hardware optimized automatic target detection and classification algorithm for hyperspectral image analysis},

author = {Rub\'{e}n Macias and Sergio Bernab\'{e} and Daniel B\'{a}scones and Carlos Gonz\'{a}lez},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Geoscience and Remote Sensing Letters},

volume = {19},

pages = {1\textendash5},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{garcia2022ga,

title = {GA-MADRID: Design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms},

author = {Fernando Garc\'{i}a-Gutierrez and Josefa Diaz-Alvarez and Jordi A Matias-Guiu and Vanesa Pytel and Jorge Mat\'{i}as-Guiu and Mar\'{i}a Nieves Cabrera-Mart\'{i}n and Jos\'{e} L Ayala},

year  = {2022},

date = {2022-01-01},

journal = {Medical \& Biological Engineering \& Computing},

volume = {60},

number = {9},

pages = {2737\textendash2756},

publisher = {Springer Berlin Heidelberg Berlin/Heidelberg},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{concistre2022analysis,

title = {Analysis of the miRNA expression from the adipose tissue surrounding the adrenal neoplasia},

author = {Antonio Concistr\`{e} and Luigi Petramala and Francesco Circosta and Priscilla Romagnoli and Maurizio Soldini and Marco Bucci and Domenico De Cesare and Giuseppe Cavallaro and Giorgio De Toma and Francesco Cipollone and others},

year  = {2022},

date = {2022-01-01},

journal = {Frontiers in Cardiovascular Medicine},

volume = {9},

pages = {930959},

publisher = {Frontiers Media SA},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bernabe2022sunmap,

title = {SunMap: A solar image processing software for obtaining synoptic maps},

author = {Sergio Bernab\'{e} and Gabriel Garc\'{i}a and V\'{i}ctor MS Carrasco and Jos\'{e} M Vaquero},

year  = {2022},

date = {2022-01-01},

journal = {Solar Physics},

volume = {297},

number = {8},

pages = {100},

publisher = {Springer Netherlands Dordrecht},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{hernandez2022applying,

title = {Applying game-learning environments to power capping scenarios via reinforcement learning},

author = {Pablo Hern\'{a}ndez Aguado and Luis Mar\'{i}a Costero Valero and Katzalin Olcoz Herrero and Francisco Daniel Igual Pe\~{n}a},

year  = {2022},

date = {2022-01-01},

booktitle = {Cloud Computing, Big Data \& Emerging Topics: 10th Conference, JCC-BD\&ET 2022, La Plata, Argentina, June 28\textendash30, 2022, Proceedings},

pages = {91},

publisher = {Springer international Publishing},

organization = {Springer Nature},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{belda2022optimization,

title = {Optimization of a line detection algorithm for autonomous vehicles on a RISC-V with accelerator},

author = {Mar\'{i}a Jos\'{e} Belda and Katzalin Olcoz and Fernando Castro and Francisco Tirado},

year  = {2022},

date = {2022-01-01},

journal = {Journal of Computer Science \& Technology},

volume = {22},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{hernandez2022limits,

title = {On the limits of graph neural networks for the early diagnosis of Alzheimer’s disease},

author = {Laura Hern\'{a}ndez-Lorenzo and Markus Hoffmann and Evelyn Scheibling and Markus List and Jordi A Mat\'{i}as-Guiu and Jose L Ayala},

year  = {2022},

date = {2022-01-01},

journal = {Scientific Reports},

volume = {12},

number = {1},

pages = {17632},

publisher = {Nature Publishing Group UK London},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{jose2022optimization,

title = {Optimization of a Line Detection Algorithm for Autonomous Vehicles on a RISC-V with Accelerator.},

author = {Mar\'{i}a Jos\'{e} Belda and Katzalin Olcoz and Fernando Castro and Francisco Tirado},

year  = {2022},

date = {2022-01-01},

journal = {Journal of Computer Science \& Technology (JCS\&T)},

volume = {22},

number = {2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{aparicio2022capacitacion,

title = {Capacitaci\'{o}n en la generaci\'{o}n de contenidos divulgativos de materias de Ciencias de la Salud para su difusi\'{o}n en entornos virtuales: aplicaci\'{o}n en el \'{a}rea de conocimiento de Farmacia y Tecnolog\'{i}a Farmac\'{e}utica (GEDITEFAR)},

author = {Juan Aparicio Blanco and Emilia Mar\'{i}a Barcia Hern\'{a}ndez and Sandra Catal\'{a}n Pallar\'{e}s and Dami\'{a}n C\'{o}rdoba D\'{i}az and Ana Mar\'{i}a Fern\'{a}ndez Carballido and Ana Isabel Fraguas S\'{a}nchez and Cristina Mart\'{i}n Sabroso and Mar\'{i}a Sof\'{i}a Elisa Negro \'{A}lvarez and Pablo Notivoli D\'{i}ez and Alexandre P\'{e}rez L\'{o}pez and others},

year  = {2022},

date = {2022-01-01},

keywords = {},

pubstate = {published},

tppubtype = {article}

}