Héctor Martínez

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 24

Top Topics

Vehicle Navigation

Matrix Multiplication

Top Venues

J. Supercomput.

J. Syst. Archit.

Publications

Adrián Castelló, Julian Bellavita, Grace Dinh, Yuka Ikarashi, Héctor Martínez
Tackling the Matrix Multiplication Micro-Kernel Generation with Exo. CGO (2024)
Cristián Ramírez, Adrián Castelló, Héctor Martínez, Enrique S. Quintana-Ortí
Parallel GEMM-based convolution for deep learning on multicore RISC-V processors. J. Supercomput. 80 (9) (2024)
Guillermo Alaejos, Adrián Castelló, Pedro Alonso-Jordá, Francisco D. Igual, Héctor Martínez, Enrique S. Quintana-Ortí
Algorithm 1039: Automatic Generators for a Family of Matrix Multiplication Routines with Apache TVM. ACM Trans. Math. Softw. 50 (1) (2024)
Cristián Ramírez, Adrián Castelló, Héctor Martínez, Enrique S. Quintana-Ortí
Performance Analysis of Matrix Multiplication for Deep Learning on the Edge. CoRR (2024)
Guillermo Alaejos, Héctor Martínez, Adrián Castelló, Manuel F. Dolz, Francisco D. Igual, Pedro Alonso-Jordá, Enrique S. Quintana-Ortí
Automatic generation of ARM NEON micro-kernels for matrix multiplication. J. Supercomput. 80 (10) (2024)
Héctor Martínez, Sandra Catalán, Adrián Castelló, Enrique S. Quintana-Ortí
Parallel GEMM-based convolutions for deep learning on multicore ARM and RISC-V architectures. J. Syst. Archit. 153 (2024)
Héctor Martínez, Julio Solís-Daun
Global stabilization of a bounded controlled system based on the Rössler system. J. Frankl. Inst. 361 (6) (2024)
Guillermo Alaejos, Adrián Castelló, Héctor Martínez, Pedro Alonso-Jordá, Francisco D. Igual, Enrique S. Quintana-Ortí
Micro-kernels for portable and efficient matrix multiplication in deep learning. J. Supercomput. 79 (7) (2023)
Héctor Martínez, Sandra Catalán, Francisco D. Igual, José R. Herrero, Rafael Rodríguez-Sánchez, Enrique S. Quintana-Ortí
Co-Design of the Dense Linear AlgebravSoftware Stack for Multicore Processors. CoRR (2023)
Manuel F. Dolz, Sergio Barrachina, Héctor Martínez, Adrián Castelló, Antonio-Manuel Vidal-Maciá, Germán Fabregat, Andrés E. Tomás
Performance-energy trade-offs of deep learning convolution algorithms on ARM processors. J. Supercomput. 79 (9) (2023)
Manuel F. Dolz, Héctor Martínez, Adrián Castelló, Pedro Alonso-Jordá, Enrique S. Quintana-Ortí
Efficient and portable Winograd convolutions for multi-core processors. J. Supercomput. 79 (10) (2023)
Francisco J. Rodríguez-Lozano, Juan Carlos Gámez-Granados, Héctor Martínez, José M. Palomares, Joaquín Olivares
3D reconstruction system and multiobject local tracking algorithm designed for billiards. Appl. Intell. 53 (19) (2023)
Adrián Castelló, Julian Bellavita, Grace Dinh, Yuka Ikarashi, Héctor Martínez
Tackling the Matrix Multiplication Micro-kernel Generation with Exo. CoRR (2023)
Guillermo Alaejos, Adrián Castelló, Pedro Alonso-Jordá, Francisco D. Igual, Héctor Martínez, Enrique S. Quintana-Ortí
Automatic Generators for a Family of Matrix Multiplication Routines with Apache TVM. CoRR (2023)
Francisco D. Igual, Luis Piñuel, Sandra Catalán, Héctor Martínez, Adrián Castelló, Enrique S. Quintana-Ortí
Automatic Generation of Micro-kernels for Performance Portability of Matrix Multiplication on RISC-V Vector Processors. SC Workshops (2023)
Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Tze Meng Low, Héctor Martínez, Enrique S. Quintana-Ortí, Upasana Sridhar, Andrés E. Tomás
Reformulating the direct convolution for high-performance deep learning inference on ARM processors. J. Syst. Archit. 135 (2023)
Jie Lei, Héctor Martínez, José Flich, Enrique S. Quintana-Ortí
GEMM-Like Convolution for Deep Learning Inference on the Xilinx Versal. ISC Workshops (2023)
Pedro Alonso-Jordá, Héctor Martínez, Enrique S. Quintana-Ortí, Cristián Ramírez
Performance Analysis of Convolution Algorithms for Deep Learning on Edge Processors. PPAM (2) (2022)
Manuel F. Dolz, Héctor Martínez, Pedro Alonso, Enrique S. Quintana-Ortí
Convolution Operators for Deep Learning Inference on the Fujitsu A64FX Processor. SBAC-PAD (2022)
Cristián Ramírez, Adrián Castelló, Héctor Martínez, Enrique S. Quintana-Ortí
Performance Analysis of Matrix Multiplication for Deep Learning on the Edge. ISC Workshops (2022)
Sergio Iserte, Héctor Martínez, Sergio Barrachina, Maribel Castillo, Rafael Mayo, Antonio J. Peña
Dynamic reconfiguration of noniterative scientific applications: A case study with HPG aligner. Int. J. High Perform. Comput. Appl. 33 (5) (2019)
Héctor Martínez, Sergio Barrachina, Maribel Castillo, Joaquín Tárraga, Ignacio Medina, Joaquín Dopazo, Enrique S. Quintana-Ortí
A framework for genomic sequencing on clusters of multicore and manycore processors. Int. J. High Perform. Comput. Appl. 32 (3) (2018)
Héctor Martínez, Sergio Barrachina, Maribel Castillo, Enrique S. Quintana-Ortí, Jordi Rambla De Argila, Xavier Farré, Arcadi Navarro
FaST-LMM for Two-Way Epistasis Tests on High-Performance Clusters. J. Comput. Biol. 25 (8) (2018)
Héctor Martínez, Sergio Barrachina, Maribel Castillo, Enrique S. Quintana-Ortí, Jordi Rambla De Argila, Xavier Farré, Arcadi Navarro
Accelerating FaST-LMM for Epistasis Tests. ICA3PP (2017)
Héctor Martínez, Joaquín Tárraga, Ignacio Medina, Sergio Barrachina, Maribel Castillo, Joaquín Dopazo, Enrique S. Quintana-Ortí
Concurrent and Accurate Short Read Mapping on Multicore Processors. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (5) (2015)
Héctor Martínez, Seppo Laukkanen
Towards an augmented reality guiding system for assisted indoor remote vehicle navigation. EAI Endorsed Trans. Ind. Networks Intell. Syst. 2 (2) (2015)
Héctor Martínez, Sergio Barrachina, Maribel Castillo, Joaquín Tárraga, Ignacio Medina, Joaquín Dopazo, Enrique S. Quintana-Ortí
Scalable RNA Sequencing on Clusters of Multicore Processors. TrustCom/BigDataSE/ISPA (3) (2015)
Joaquín Tárraga, Vicente Arnau, Héctor Martínez, Raul Moreno, Diego Cazorla, José Salavert Torres, Ignacio Blanquer Espert, Joaquín Dopazo, Ignacio Medina
Acceleration of short and long DNA read mapping without loss of accuracy using suffix array. Bioinform. 30 (23) (2014)
Héctor Martínez, Antonio Mauttone, María E. Urquhart
Frequency optimization in public transportation systems: Formulation and metaheuristic approach. Eur. J. Oper. Res. 236 (1) (2014)
Héctor Martínez, Joaquín Tárraga, Ignacio Medina, Sergio Barrachina, Maribel Castillo, Joaquín Dopazo, Enrique S. Quintana-Ortí
A dynamic pipeline for RNA sequencing on multicore processors. EuroMPI (2013)
Héctor Martínez, Joaquín Tárraga, Ignacio Medina, Sergio Barrachina, Maribel Castillo, Joaquín Dopazo, Enrique S. Quintana-Ortí
Concurrent and Accurate RNA Sequencing on Multicore Platforms CoRR (2013)
Héctor Martínez, Rafael Del Hoyo, Luis Miguel Sanagustín, Isabelle Hupont, David Abadía-Gallego, Carlos Sagüés
Augmented Reality based Intelligent Interactive e-Learning Platform. ICAART (1) (2011)
Héctor Martínez, David Abadía-Gallego, Luis Miguel Sanagustín, Isabelle Hupont, Rafael Del Hoyo, Carlos Sagüés
A Novel Tutor-guided Platform for Interactive Augmented Reality Learning. CSEDU (1) (2011)
Pablo González-Vera, Héctor Martínez, Juan J. Trujillo
An application of Szegö quadratures to the computation of the Fourier transform. Appl. Math. Comput. 187 (1) (2007)