Marcelo Brandalero

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 41

Top Topics

Convolutional Neural Networks

Machine Learning

Reconfigurable Architecture

Top Venues

Publications

Arthur Francisco Lorenzon, Guilherme Korol, Marcelo Brandalero, Antonio Carlos Schneider Beck
Harnessing the Effects of Process Variability to Mitigate Aging in Cloud Servers. ISVLSI (2023)
Troya Çagil Köylü, Cezar Rodolfo Wedig Reinbrecht, Marcelo Brandalero, Said Hamdioui, Mottaqiallah Taouil
Instruction flow-based detectors against fault injection attacks. Microprocess. Microsystems 94 (2022)
Tiago D. Perez, Marcio M. Gonçalves, Leonardo Gobatto, Marcelo Brandalero, José Rodrigo Azambuja, Samuel Pagliarini
G-GPU: A Fully-Automated Generator of GPU-like ASIC Accelerators. DATE (2022)
Fernando Fernandes dos Santos, Marcelo Brandalero, Michael B. Sullivan, Pedro Martins Basso, Michael Hübner, Luigi Carro, Paolo Rech
Reduced Precision DWC: An Efficient Hardening Strategy for Mixed-Precision Architectures. IEEE Trans. Computers 71 (3) (2022)
João Paulo Cardoso de Lima, Marcelo Brandalero, Michael Hübner, Luigi Carro
STAP: An Architecture and Design Tool for Automata Processing on Memristor TCAMs. ACM J. Emerg. Technol. Comput. Syst. 18 (2) (2022)
Florian Fricke, Marcelo Brandalero, Sascha Liehr, Simon Kern, Klas Meyer, Stefan Kowarik, Robin Hierzegger, Stephan Westerdick, Michael Maiwald, Michael Hübner
Artificial Intelligence for Mass Spectrometry and Nuclear Magnetic Resonance Spectroscopy Using a Novel Data Augmentation Method. IEEE Trans. Emerg. Top. Comput. 10 (1) (2022)
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)
Tiago Diadami Perez, Marcio M. Gonçalves, José Rodrigo Azambuja, Leonardo Gobatto, Marcelo Brandalero, Samuel Pagliarini
G-GPU: A Fully-Automated Generator of GPU-like ASIC Accelerators. CoRR (2021)
Florian Fricke, Safdar Mahmood, Javier Hoffmann, Marcelo Brandalero, Sascha Liehr, Simon Kern, Klas Meyer, Stefan Kowarik, Stephan Westerdick, Michael Maiwald, Michael Hübner
Artificial Intelligence for Mass Spectrometry and Nuclear Magnetic Resonance Spectroscopy. DATE (2021)
Thiarles S. Medeiros, Gustavo P. Berned, Antoni C. Navarro, Fabio D. Rossi, Marcelo Caggiani Luizelli, Marcelo Brandalero, Michael Hübner, Antonio Carlos Schneider Beck, Arthur Francisco Lorenzon
Aging-Aware Parallel Execution. IEEE Embed. Syst. Lett. 13 (3) (2021)
Marcelo Brandalero, Luigi Carro, Antonio Carlos Schneider Beck, Muhammad Shafique
Multi-Target Adaptive Reconfigurable Acceleration for Low-Power IoT Processing. IEEE Trans. Computers 70 (1) (2021)
Javier Hoffmann, Marcelo Brandalero, Michael Hübner
TIRUB: A Safety and Energy-Aware Scheduling Algorithm. SPA (2020)
Fernando Fernandes dos Santos, Marcelo Brandalero, Pedro Martins Basso, Michael Hübner, Luigi Carro, Paolo Rech
Reduced-Precision DWC for Mixed-Precision GPUs. IOLTS (2020)
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)
Marcelo Brandalero, Bernardo Neuhaus Lignati, Antonio Carlos Schneider Beck, Muhammad Shafique, Michael Hübner
Proactive Aging Mitigation in CGRAs through Utilization-Aware Allocation. DAC (2020)
Javier Hoffmann, Safdar Mahmood, Priscile Suawa Fogou, Nevin George, Solaiman Raha, Sabur Safi, Kurt J. G. Schmailzl, Marcelo Brandalero, Michael Hübner
A Survey on Machine Learning Approaches to ECG Processing. SPA (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)
Marcelo Brandalero, Bernardo Neuhaus Lignati, Antonio Carlos Schneider Beck, Muhammad Shafique, Michael Hübner
Proactive Aging Mitigation in CGRAs through Utilization-Aware Allocation. CoRR (2020)
João Paulo Cardoso de Lima, Marcelo Brandalero, Luigi Carro
Endurance-Aware RRAM-Based Reconfigurable Architecture using TCAM Arrays. FPL (2020)
Michael Guilherme Jordan, Marcelo Brandalero, Guilherme Meneguzzi Malfatti, Geraldo F. Oliveira, Arthur Francisco Lorenzon, Bruno C. da Silva, Luigi Carro, Mateus B. Rutzig, Antonio Carlos Schneider Beck
Data clustering for efficient approximate computing. Des. Autom. Embed. Syst. 24 (1) (2020)
Raul Silveira Silva, Guilherme Korol, Michael Guilherme Jordan, Marcelo Brandalero, Michael Hübner, Monica Magalhães Pereira, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
A Management Technique for Concurrent Access to a Reconfigurable Accelerator. SBCCI (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)
Guilherme Korol, Michael Guilherme Jordan, Marcelo Brandalero, Michael Hübner, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
MCEA: A Resource-Aware Multicore CGRA Architecture for the Edge. FPL (2020)
Douglas Maciel Cardoso, Rafael Billig Tonetto, Marcelo Brandalero, Luciano Agostini, Gabriel L. Nazar, José Rodrigo Azambuja, Antonio Carlos Schneider Beck
Improving Software-based Techniques for Soft Error Mitigation in OoO Superscalar Processors. ICECS (2019)
Guilherme Korol, Michael Guilherme Jordan, Raul Silveira Silva, Monica Magalhães Pereira, Marcelo Brandalero, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
A Runtime Power-Aware Phase Predictor for CGRAs. ReConFig (2019)
Marcelo Brandalero, Thiago Dadalt Souto, Luigi Carro, Antonio Carlos Schneider Beck
Predicting performance in multi-core systems with shared reconfigurable accelerators. J. Syst. Archit. 98 (2019)
Rafael Billig Tonetto, Douglas Maciel Cardoso, Marcelo Brandalero, Luciano Agostini, Gabriel L. Nazar, José Rodrigo Azambuja, Antonio Carlos Schneider Beck
A Knapsack Methodology for Hardware-based DMR Protection against Soft Errors in Superscalar Out-of-Order Processors. VLSI-SoC (2019)
Alba Sandyra Bezerra Lopes, Marcelo Brandalero, Antonio C. S. Beck, Monica Magalhães Pereira
Generating Optimized Multicore Accelerator Architectures. SBESC (2019)
Marcelo Brandalero, Muhammad Shafique, Luigi Carro, Antonio Carlos Schneider Beck
TransRec: Improving Adaptability in Single-ISA Heterogeneous Systems with Transparent and Reconfigurable Acceleration. DATE (2019)
Guilherme Korol, Michael Guilherme Jordan, Marcelo Brandalero, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
Power-Aware Phase Oriented Reconfigurable Architecture. ICECS (2019)
Marcelo Brandalero, Guilherme Meneguzzi Malfatti, Geraldo Francisco Oliveira, Leonardo Almeida da Silveira, Larissa Rozales Gonçalves, Bruno Castro da Silva, Luigi Carro, Antonio Carlos Schneider Beck
Efficient Local Memory Support for Approximate Computing. SBESC (2018)
Geraldo F. Oliveira, Larissa Rozales Gonçalves, Marcelo Brandalero, Antonio Carlos Schneider Beck, Luigi Carro
Employing classification-based algorithms for general-purpose approximate computing. DAC (2018)
Pedro Henrique Exenberger Becker, Anderson Luiz Sartor, Marcelo Brandalero, Antonio Carlos Schneider Beck
BRAM-based function reuse for multi-core architectures in FPGAs. Microprocess. Microsystems 63 (2018)
Pedro Henrique Exenberger Becker, Anderson Luiz Sartor, Marcelo Brandalero, Tiago Trevisan Jost, Stephan Wong, Luigi Carro, Antonio C. S. Beck
A Low-Cost BRAM-Based Function Reuse for Configurable Soft-Core Processors in FPGAs. ARC (2018)
Marcelo Brandalero, Leonardo Almeida da Silveira, Jeckson Dellagostin Souza, Antonio Carlos Schneider Beck
Accelerating error-tolerant applications with approximate function reuse. Sci. Comput. Program. 165 (2018)
Marcelo Brandalero, Luigi Carro, Antonio Carlos Schneider Beck, Muhammad Shafique
Approximate on-the-fly coarse-grained reconfigurable acceleration for general-purpose applications. DAC (2018)
Marcelo Brandalero, Antonio Carlos Schneider Beck
A Mechanism for energy-efficient reuse of decoding and scheduling of x86 instruction streams. DATE (2017)
Leonardo Almeida da Silveira, Marcelo Brandalero, Jeckson Dellagostin de Souza, Antonio Carlos Schneider Beck
The Potential of Accelerating Image-Processing Applications by Using Approximate Function Reuse. SBESC (2016)
Marcelo Brandalero, Antonio Carlos Schneider Beck
Potential analysis of a superscalar core employing a reconfigurable array for improving instruction-level parallelism. Des. Autom. Embed. Syst. 20 (2) (2016)
Fernanda M. Capella, Marcelo Brandalero, Luigi Carro, Antonio Carlos Schneider Beck
A multiple-ISA reconfigurable architecture. Des. Autom. Embed. Syst. 19 (4) (2015)
Marcelo Brandalero, Antonio Carlos Schneider Beck
Potential of Using a Reconfigurable System on a Superscalar Core for ILP Improvements. SBESC (2014)
Fernanda M. Capella, Marcelo Brandalero, Jair Fajardo Junior, Antonio Carlos Schneider Beck, Luigi Carro
A Multiple-ISA Reconfigurable Architecture. SBESC (2013)