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Gregorio Bernabé
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2020 – today
- 2024
- [j19]Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García:
Code Detection for Hardware Acceleration Using Large Language Models. IEEE Access 12: 35271-35281 (2024) - [j18]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) - [j17]Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García:
POAS: a framework for exploiting accelerator level parallelism in heterogeneous environments. J. Supercomput. 80(10): 14666-14693 (2024) - 2023
- [c17]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: 85-97 - [d4]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. Zenodo, 2023 - [d3]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. Version 1. Zenodo, 2023 [all versions] - [d2]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. Version 2. Zenodo, 2023 [all versions] - [d1]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. Version 3. Zenodo, 2023 [all versions] - [i6]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. CoRR abs/2301.11659 (2023) - [i5]Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García:
Code Detection for Hardware Acceleration Using Large Language Models. CoRR abs/2307.10348 (2023) - [i4]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 abs/2311.13912 (2023) - 2022
- [j16]Ángel Luis Perales Gómez, Pedro E. López-de-Teruel, Alberto Ruiz, Ginés García-Mateos, Gregorio Bernabé García, Félix J. García Clemente:
FARMIT: continuous assessment of crop quality using machine learning and deep learning techniques for IoT-based smart farming. Clust. Comput. 25(3): 2163-2178 (2022) - [j15]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: 106548 (2022) - [j14]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) - [j13]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): 419-439 (2022) - [j12]Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García Carrasco:
HDNN: a cross-platform MLIR dialect for deep neural networks. J. Supercomput. 78(11): 13814-13830 (2022) - [i3]Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García:
POAS: A high-performance scheduling framework for exploiting Accelerator Level Parallelism. CoRR abs/2209.10245 (2022) - 2021
- [j11]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): 10138-10151 (2021) - 2020
- [c16]Gregorio Bernabé, José D. Casanova, Guillem Casas, Josefa González-Carrillo:
A highly accurate method for quantifying LVNC cardiomyophaty. AMIA 2020 - [i2]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 abs/2005.13076 (2020) - [i1]Jesús M. Rodríguez-de-Vera, Josefa González-Carrillo, José M. García, Gregorio Bernabé:
Deep learning approach to left ventricular non-compaction measurement. CoRR abs/2011.14773 (2020)
2010 – 2019
- 2019
- [j10]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): 1625-1640 (2019) - 2018
- [j9]Gregorio Bernabé, Manuel E. Acacio:
On the Parallelization of Stream Compaction on a Low-Cost SDC Cluster. Sci. Program. 2018: 2037272:1-2037272:10 (2018) - [j8]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): 1765-1778 (2018) - 2017
- [c15]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: 576-585 - 2016
- [c14]Gregorio Bernabé, Javier Cuenca, Domingo Giménez, Josefa González-Carrillo:
A Training Engine for Automatic Quantification of Left Ventricular Trabeculation from Cardiac MRI. ICCS 2016: 2246-2250 - 2015
- [j7]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): 1160-1191 (2015) - [j6]Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez:
Auto-tuning techniques for linear algebra routines on hybrid platforms. J. Comput. Sci. 10: 299-310 (2015) - [c13]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: 610-619 - 2014
- [j5]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): 830-844 (2014) - [c12]Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez:
Tuning basic Linear Algebra Routines for Hybrid CPU+GPU Platforms. ICCS 2014: 30-39 - [c11]Gregorio Bernabé, Javier Cuenca, Luis-Pedro García, Domingo Giménez, Sergio Rivas-Gomez:
A High Performance Computing Course Guided by the LU Factorization. ICCS 2014: 1446-1457 - 2013
- [c10]Gregorio Bernabé, Javier Cuenca, Domingo Giménez:
Optimization Techniques for 3D-FWT on Systems with Manycore GPUs and Multicore CPUs. ICCS 2013: 319-328 - [c9]Gregorio Bernabé, Javier Cuenca, Domingo Giménez:
Optimizing a 3D-FWT Code in a Heterogeneous Cluster of Multicore CPUs and Manycore GPUs. SBAC-PAD 2013: 97-104 - 2012
- [j4]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): 145-152 (2012) - 2010
- [c8]Joaquín Franco, Gregorio Bernabé, Juan Fernández, Manuel Ujaldon:
Parallel 3D fast wavelet transform on manycore GPUs and multicore CPUs. ICCS 2010: 1101-1110
2000 – 2009
- 2009
- [j3]Gregorio Bernabé, José M. García, José González:
A lossy 3D wavelet transform for high-quality compression of medical video. J. Syst. Softw. 82(3): 526-534 (2009) - [c7]Joaquín Franco, Gregorio Bernabé, Juan Fernández, Manuel E. Acacio:
A Parallel Implementation of the 2D Wavelet Transform Using CUDA. PDP 2009: 111-118 - 2008
- [c6]Juan Fernández, Manuel E. Acacio, Gregorio Bernabé, José L. Abellán, Joaquín Franco:
Multicore Platforms for Scientific Computing: Cell BE and NVIDIA Tesla. CSC 2008: 167-173 - 2007
- [j2]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): 54-72 (2007) - 2005
- [j1]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): 209-223 (2005) - [c5]Ricardo Fernández Pascual, José M. García, Gregorio Bernabé, Manuel E. Acacio:
Optimizing a 3D-FWT Video Encoder for SMPs and HyperThreading Architectures. PDP 2005: 76-83 - 2003
- [c4]Andrés Adolfo Navarro Newball, Jorge Alberto Vélez Beltrán, Jorge E. Satizabal, Luis Eduardo Múnera Salazar, Gregorio Bernabé García:
Virtual surgical tele-simulations in ophthalmology. CARS 2003: 145-150 - [c3]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:
A Virtual surgical telesimulation in micrographic dermatologic surgery. CARS 2003: 151-155 - [c2]Gregorio Bernabé, José M. García, José González:
Reducing 3D Wavelet Transform Execution Time through the Streaming SIMD Extensions. PDP 2003: 49-56 - 2002
- [c1]Gregorio Bernabé, José González, José M. García, José Duato:
Memory Conscious 3D Wavelet Transform. EUROMICRO 2002: 108-113
Coauthor Index
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