Gregorio Bernabé

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 21

Top Topics

Left Ventricular

Parallel Implementations

Top Venues

J. Supercomput.

J. Comput. Sci.

Publications

Gregorio Bernabé, Pilar González-Férez, José Manuel García Carrasco, Guillem Casas, Josefa González-Carrillo
Expanding the deep-learning model to diagnosis LVNC: limitations and trade-offs. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 12 (1) (2024)
Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García
POAS: a framework for exploiting accelerator level parallelism in heterogeneous environments. J. Supercomput. 80 (10) (2024)
Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García
Code Detection for Hardware Acceleration Using Large Language Models. IEEE Access 12 (2024)
Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García
Code Detection for Hardware Acceleration Using Large Language Models. CoRR (2023)
Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé, Gregorio Bernabé, José Manuel García, Michael F. P. O'Boyle
Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators. CC (2023)
Gregorio Bernabé, Pilar González-Férez, José M. García, Guillem Casas, Josefa González-Carrillo
Expanding the deep-learning model to diagnosis LVNC: Limitations and trade-offs. CoRR (2023)
Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé, Gregorio Bernabé, Jose Manuel García, Michael F. P. O'Boyle
Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators. CoRR (2023)
Pablo Antonio Martínez, Gregorio Bernabé, Jose Manuel García
POAS: A high-performance scheduling framework for exploiting Accelerator Level Parallelism. CoRR (2022)
Pablo Antonio Martínez, Biagio Peccerillo, Sandro Bartolini, José M. García, Gregorio Bernabé
Applying Intel's oneAPI to a machine learning case study. Concurr. Comput. Pract. Exp. 34 (13) (2022)
Jesús M. Rodríguez-de-Vera, Gregorio Bernabé, José M. García, Daniel Saura, Josefa González-Carrillo
Left ventricular non-compaction cardiomyopathy automatic diagnosis using a deep learning approach. Comput. Methods Programs Biomed. 214 (2022)
Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García Carrasco
HDNN: a cross-platform MLIR dialect for deep neural networks. J. Supercomput. 78 (11) (2022)
Pablo Antonio Martínez, Biagio Peccerillo, Sandro Bartolini, José M. García, Gregorio Bernabé
Performance portability in a real world application: PHAST applied to Caffe. Int. J. High Perform. Comput. Appl. 36 (3) (2022)
Jesús M. Rodríguez-de-Vera, Josefa González-Carrillo, José M. García, Gregorio Bernabé
Deploying deep learning approaches to left ventricular non-compaction measurement. J. Supercomput. 77 (9) (2021)
Eduardo José Gómez-Hernández, Pablo Antonio Martínez, Biagio Peccerillo, Sandro Bartolini, José Manuel García Carrasco, Gregorio Bernabé
Using PHAST to port Caffe library: First experiences and lessons learned. CoRR (2020)
Jesús M. Rodríguez-de-Vera, Josefa González-Carrillo, José M. García, Gregorio Bernabé
Deep learning approach to left ventricular non-compaction measurement. CoRR (2020)
Gregorio Bernabé, José D. Casanova, Guillem Casas, Josefa González-Carrillo
A highly accurate method for quantifying LVNC cardiomyophaty. AMIA (2020)
Gregorio Bernabé, José D. Casanova, Javier Cuenca, Josefa González-Carrillo
A self-optimized software tool for quantifying the degree of left ventricle hyper-trabeculation. J. Supercomput. 75 (3) (2019)
Gregorio Bernabé, Raúl Hernández, Manuel E. Acacio
Parallel implementations of the 3D fast wavelet transform on a Raspberry Pi 2 cluster. J. Supercomput. 74 (4) (2018)
Gregorio Bernabé, Manuel E. Acacio
On the Parallelization of Stream Compaction on a Low-Cost SDC Cluster. Sci. Program. 2018 (2018)
Gregorio Bernabé, José-Carlos Cano, Javier Cuenca, Antonio Flores, Domingo Giménez, Mariano Saura-Sánchez, Pablo Segado-Cabezos
Exploiting Hybrid Parallelism in the Kinematic Analysis of Multibody Systems Based on Group Equations. ICCS (2017)
Gregorio Bernabé, Javier Cuenca, Domingo Giménez, Josefa González-Carrillo
A Training Engine for Automatic Quantification of Left Ventricular Trabeculation from Cardiac MRI. ICCS (2016)
Gregorio Bernabé, Javier Cuenca, Domingo Giménez
An Autotuning Engine for the 3D Fast Wavelet Transform on Clusters with Hybrid CPU + GPU Platforms. Int. J. Parallel Program. 43 (6) (2015)
Gregorio Bernabé, Javier Cuenca, Pedro E. López-de-Teruel, Domingo Giménez, Josefa González-Carrillo
A Software Tool for the Automatic Quantification of the Left Ventricle Myocardium Hyper-trabeculation Degree. ICCS (2015)
Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez
Auto-tuning techniques for linear algebra routines on hybrid platforms. J. Comput. Sci. 10 (2015)
Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez
Tuning basic Linear Algebra Routines for Hybrid CPU+GPU Platforms. ICCS (2014)
Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez
Improving an autotuning engine for 3D Fast Wavelet Transform on manycore systems. J. Supercomput. 70 (2) (2014)
Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez, Sergio Rivas-Gomez
A High Performance Computing Course Guided by the LU Factorization. ICCS (2014)
Gregorio Bernabé, Javier Cuenca, Domingo Giménez
Optimization Techniques for 3D-FWT on Systems with Manycore GPUs and Multicore CPUs. ICCS (2013)
Gregorio Bernabé, Javier Cuenca, Domingo Giménez
Optimizing a 3D-FWT Code in a Heterogeneous Cluster of Multicore CPUs and Manycore GPUs. SBAC-PAD (2013)
Joaquín Franco, Gregorio Bernabé, Juan Fernández, Manuel Ujaldon
The 2D wavelet transform on emerging architectures: GPUs and multicores. J. Real Time Image Process. 7 (3) (2012)
Joaquín Franco, Gregorio Bernabé, Juan Fernández, Manuel Ujaldon
Parallel 3D fast wavelet transform on manycore GPUs and multicore CPUs. ICCS (1) (2010)
Joaquín Franco, Gregorio Bernabé, Juan Fernández, Manuel E. Acacio
A Parallel Implementation of the 2D Wavelet Transform Using CUDA. PDP (2009)
Gregorio Bernabé, José M. García, José González
A lossy 3D wavelet transform for high-quality compression of medical video. J. Syst. Softw. 82 (3) (2009)
Juan Fernández, Manuel E. Acacio, Gregorio Bernabé, José L. Abellán, Joaquín Franco
Multicore Platforms for Scientific Computing: Cell BE and NVIDIA Tesla. CSC (2008)
Gregorio Bernabé, Ricardo Fernández Pascual, José M. García, Manuel E. Acacio, José González
An efficient implementation of a 3D wavelet transform based encoder on hyper-threading technology. Parallel Comput. 33 (1) (2007)
Gregorio Bernabé, José M. García, José González
Reducing 3D Fast Wavelet Transform Execution Time Using Blocking and the Streaming SIMD Extensions. J. VLSI Signal Process. 41 (2) (2005)
Ricardo Fernández Pascual, José M. García, Gregorio Bernabé, Manuel E. Acacio
Optimizing a 3D-FWT Video Encoder for SMPs and HyperThreading Architectures. PDP (2005)
Gregorio Bernabé, José M. García, José González
Reducing 3D Wavelet Transform Execution Time through the Streaming SIMD Extensions. PDP (2003)
Gregorio Bernabé, José González, José M. García, José Duato
Memory Conscious 3D Wavelet Transform. EUROMICRO (2002)