Hector Gerardo Muñoz Hernandez

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Convolutional Neural Networks

High Level Synthesis

Pipelined Architecture

Industrial Applications

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Johannes Knödtel, Hector Gerardo Muñoz Hernandez, Alexander Lehnert, Gia Bao Thieu, Sven Gesper, Guillermo Payá Vayá, Marc Reichenbach
TAPRE-HBM: Trace-Based Processor Rapid Emulation Using HBM on FPGAs. ARC (2023)
Lars Schwenger, Philipp Holzinger, Dietmar Fey, Hector Gerardo Muñoz Hernandez, Marc Reichenbach
EasyHBM: Simple and Fast HBM Access for FPGAs Using High-Level-Synthesis. SAMOS (2022)
Hector Gerardo Muñoz Hernandez, Florian Fricke, Muhammed Al Kadi, Marc Reichenbach, Michael Hübner
Edge GPU based on an FPGA Overlay Architecture using PYNQ. SBCCI (2022)
Hector Gerardo Muñoz Hernandez
Towards the Efficient Multi-Platform Execution of Deep Neural Networks. FPL (2021)
Marcelo Brandalero, Mitko Veleski, Hector Gerardo Muñoz Hernandez, Muhammad Ali, Laurens Le Jeune, Toon Goedemé, Nele Mentens, Jurgen Vandendriessche, Lancelot Lhoest, Bruno da Silva, Abdellah Touhafi, Diana Goehringer, Michael Hübner
AITIA: Embedded AI Techniques for Industrial Applications. FPL (2021)
Hector Gerardo Muñoz Hernandez, Mitko Veleski, Marcelo Brandalero, Michael Hübner
Accelerating Convolutional Neural Networks in FPGA-based SoCs using a Soft-Core GPU. ARC (2021)
Marcio M. Gonçalves, Fabio Benevenuti, Hector Gerardo Muñoz Hernandez, Marcelo Brandalero, Michael Hübner, Fernanda Lima Kastensmidt, José Rodrigo Azambuja
Investigating Floating-Point Implementations in a Softcore GPU under Radiation-Induced Faults. ICECS (2020)
Osvaldo Navarro, Jones Yudi Mori, Javier Hoffmann, Hector Gerardo Muñoz Hernandez, Michael Hübner
A Machine Learning Methodology for Cache Memory Design Based on Dynamic Instructions. ACM Trans. Embed. Comput. Syst. 19 (2) (2020)
Marcelo Brandalero, Muhammad Ali, Laurens Le Jeune, Hector Gerardo Muñoz Hernandez, Mitko Veleski, Bruno da Silva, Jan Lemeire, Kristof Van Beeck, Abdellah Touhafi, Toon Goedemé, Nele Mentens, Diana Göhringer, Michael Hübner
AITIA: Embedded AI Techniques for Embedded Industrial Applications. COINS (2020)
Marcelo Brandalero, Hector Gerardo Muñoz Hernandez, Mitko Veleski, Muhammed Al Kadi, Paolo Rech, Michael Hübner
(Special Topic Submission) Enabling Domain-Specific Architectures with an Open-Source Soft-Core GPGPU. IPDPS Workshops (2020)
Hector Gerardo Muñoz Hernandez, Safdar Mahmood, Marcelo Brandalero, Michael Hübner
A Modular Software Library for Effective High Level Synthesis of Convolutional Neural Networks. ARC (2020)