Gregorio Bernabé

According to our database, Gregorio Bernabé authored at least 38 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Code Detection for Hardware Acceleration Using Large Language Models.

Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García

IEEE Access, 2024

2023

Expanding the deep-learning model to diagnosis LVNC: Limitations and trade-offs.

Gregorio Bernabé, Pilar González-Férez, José M. García, Guillem Casas, Josefa González-Carrillo

CoRR, 2023

Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators.

Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé, Gregorio Bernabé, José Manuel García, Michael F. P. O'Boyle

Proceedings of the 32nd ACM SIGPLAN International Conference on Compiler Construction, 2023

2022

HDNN: a cross-platform MLIR dialect for deep neural networks.

Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García Carrasco

J. Supercomput., 2022

Performance portability in a real world application: PHAST applied to Caffe.

Pablo Antonio Martínez, Biagio Peccerillo, Sandro Bartolini, José M. García, Gregorio Bernabé

Int. J. High Perform. Comput. Appl., 2022

POAS: A high-performance scheduling framework for exploiting Accelerator Level Parallelism.

Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García

CoRR, 2022

Applying Intel's oneAPI to a machine learning case study.

Pablo Antonio Martínez, Biagio Peccerillo, Sandro Bartolini, José M. García, Gregorio Bernabé

Concurr. Comput. Pract. Exp., 2022

Left ventricular non-compaction cardiomyopathy automatic diagnosis using a deep learning approach.

Jesús M. Rodríguez-de-Vera, Gregorio Bernabé, José M. García, Daniel Saura, Josefa González-Carrillo

Comput. Methods Programs Biomed., 2022

FARMIT: continuous assessment of crop quality using machine learning and deep learning techniques for IoT-based smart farming.

Ángel Luis Perales Gómez, Pedro E. López-de-Teruel, Alberto Ruiz, Ginés García-Mateos, Gregorio Bernabé García, Félix J. García Clemente

Clust. Comput., 2022

2021

Deploying deep learning approaches to left ventricular non-compaction measurement.

Jesús M. Rodríguez-de-Vera, Josefa González-Carrillo, José M. García, Gregorio Bernabé

J. Supercomput., 2021

2020

Deep learning approach to left ventricular non-compaction measurement.

Jesús M. Rodríguez-de-Vera, Josefa González-Carrillo, José M. García, Gregorio Bernabé

CoRR, 2020

Using PHAST to port Caffe library: First experiences and lessons learned.

Eduardo José Gómez-Hernández, Pablo Antonio Martínez, Biagio Peccerillo, Sandro Bartolini, José Manuel García Carrasco, Gregorio Bernabé

CoRR, 2020

A highly accurate method for quantifying LVNC cardiomyophaty.

Gregorio Bernabé, José D. Casanova, Guillem Casas, Josefa González-Carrillo

Proceedings of the AMIA 2020, 2020

2019

A self-optimized software tool for quantifying the degree of left ventricle hyper-trabeculation.

Gregorio Bernabé, José D. Casanova, Javier Cuenca, Josefa González-Carrillo

J. Supercomput., 2019

2018

Parallel implementations of the 3D fast wavelet transform on a Raspberry Pi 2 cluster.

Gregorio Bernabé, Raúl Hernández, Manuel E. Acacio

J. Supercomput., 2018

On the Parallelization of Stream Compaction on a Low-Cost SDC Cluster.

Gregorio Bernabé, Manuel E. Acacio

Sci. Program., 2018

2017

Exploiting Hybrid Parallelism in the Kinematic Analysis of Multibody Systems Based on Group Equations.

Gregorio Bernabé, José-Carlos Cano, Javier Cuenca, Antonio Flores, Domingo Giménez, Mariano Saura-Sánchez, Pablo Segado-Cabezos

Proceedings of the International Conference on Computational Science, 2017

2016

A Training Engine for Automatic Quantification of Left Ventricular Trabeculation from Cardiac MRI.

Gregorio Bernabé, Javier Cuenca, Domingo Giménez, Josefa González-Carrillo

Proceedings of the International Conference on Computational Science 2016, 2016

2015

Auto-tuning techniques for linear algebra routines on hybrid platforms.

Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez

J. Comput. Sci., 2015

An Autotuning Engine for the 3D Fast Wavelet Transform on Clusters with Hybrid CPU + GPU Platforms.

Gregorio Bernabé, Javier Cuenca, Domingo Giménez

Int. J. Parallel Program., 2015

A Software Tool for the Automatic Quantification of the Left Ventricle Myocardium Hyper-trabeculation Degree.

Gregorio Bernabé, Javier Cuenca, Pedro E. López-de-Teruel, Domingo Giménez, Josefa González-Carrillo

Proceedings of the International Conference on Computational Science, 2015

2014

Improving an autotuning engine for 3D Fast Wavelet Transform on manycore systems.

Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez

J. Supercomput., 2014

A High Performance Computing Course Guided by the LU Factorization.

Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez, Sergio Rivas-Gomez

Proceedings of the International Conference on Computational Science, 2014

Tuning basic Linear Algebra Routines for Hybrid CPU+GPU Platforms.

Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez

Proceedings of the International Conference on Computational Science, 2014

2013

Optimizing a 3D-FWT Code in a Heterogeneous Cluster of Multicore CPUs and Manycore GPUs.

Gregorio Bernabé, Javier Cuenca, Domingo Giménez

Proceedings of the 25th International Symposium on Computer Architecture and High Performance Computing, 2013

Optimization Techniques for 3D-FWT on Systems with Manycore GPUs and Multicore CPUs.

Gregorio Bernabé, Javier Cuenca, Domingo Giménez

Proceedings of the International Conference on Computational Science, 2013

2012

The 2D wavelet transform on emerging architectures: GPUs and multicores.

Joaquín Franco, Gregorio Bernabé, Juan Fernández, Manuel Ujaldon

J. Real Time Image Process., 2012

2010

Parallel 3D fast wavelet transform on manycore GPUs and multicore CPUs.

Joaquín Franco, Gregorio Bernabé, Juan Fernández, Manuel Ujaldon

Proceedings of the International Conference on Computational Science, 2010

2009

A lossy 3D wavelet transform for high-quality compression of medical video.

Gregorio Bernabé, José M. García, José González

J. Syst. Softw., 2009

A Parallel Implementation of the 2D Wavelet Transform Using CUDA.

Joaquín Franco, Gregorio Bernabé, Juan Fernández, Manuel E. Acacio

Proceedings of the 17th Euromicro International Conference on Parallel, 2009

2008

Multicore Platforms for Scientific Computing: Cell BE and NVIDIA Tesla.

Juan Fernández, Manuel E. Acacio, Gregorio Bernabé, José L. Abellán, Joaquín Franco

Proceedings of the 2008 International Conference on Scientific Computing, 2008

2007

An efficient implementation of a 3D wavelet transform based encoder on hyper-threading technology.

Gregorio Bernabé, Ricardo Fernández Pascual, José M. García, Manuel E. Acacio, José González

Parallel Comput., 2007

2005

Reducing 3D Fast Wavelet Transform Execution Time Using Blocking and the Streaming SIMD Extensions.

Gregorio Bernabé, José M. García, José González

J. VLSI Signal Process., 2005

Optimizing a 3D-FWT Video Encoder for SMPs and HyperThreading Architectures.

Ricardo Fernández Pascual, José M. García, Gregorio Bernabé, Manuel E. Acacio

Proceedings of the 13th Euromicro Workshop on Parallel, 2005

2003

Reducing 3D Wavelet Transform Execution Time through the Streaming SIMD Extensions.

Gregorio Bernabé, José M. García, José González

Proceedings of the 11th Euromicro Workshop on Parallel, 2003

Virtual surgical tele-simulations in ophthalmology.

Andrés Adolfo Navarro Newball, Jorge Alberto Vélez Beltrán, Jorge E. Satizabal, Luis Eduardo Múnera Salazar, Gregorio Bernabé García

Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

A Virtual surgical telesimulation in micrographic dermatologic surgery.

Jorge Alberto Vélez Beltrán, Andrés Adolfo Navarro Newball, Carlos A. De La Roche, Luis Eduardo Múnera Salazar, Gregorio Bernabé García, Clara Bermúdez, Jaime F. Jiménez, Alberto Kopec

Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

2002

Memory Conscious 3D Wavelet Transform.

Gregorio Bernabé, José González, José M. García, José Duato

Proceedings of the 28th EUROMICRO Conference 2002, 4-6 September 2002, Dortmund, Germany, 2002