Maurício Breternitz

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 15

Top Topics

Data Warehousing And Mining

Network Intrusion

Heterogeneous Systems

Top Venues

IEEE Signal Process. Lett.

Publications

Zachary Susskind, Aman Arora, Igor D. S. Miranda, Alan T. L. Bacellar, Luis A. Q. Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego L. C. Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks. ACM Trans. Archit. Code Optim. 20 (4) (2023)
Lizy K. John, Felipe M. G. França, Subhasish Mitra, Zachary Susskind, Priscila M. V. Lima, Igor D. S. Miranda, Eugene B. John, Diego L. C. Dutra, Maurício Breternitz
Dendrite-inspired Computing to Improve Resilience of Neural Networks to Faults in Emerging Memory Technologies. ICRC (2023)
Zachary Susskind, Aman Arora, Alan T. L. Bacellar, Diego Leonel Cadette Dutra, Igor D. S. Miranda, Maurício Breternitz, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John
An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection. FPGA (2023)
Igor D. S. Miranda, Aman Arora, Zachary Susskind, Josias S. A. Souza, Mugdha P. Jadhao, Luis A. Q. Villon, Diego L. C. Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
COIN: Combinational Intelligent Networks. ASAP (2023)
Luis A. Q. Villon, Zachary Susskind, Alan T. L. Bacellar, Igor D. S. Miranda, Leandro Santiago de Araújo, Priscila M. V. Lima, Maurício Breternitz, Lizy K. John, Felipe M. G. França, Diego Leonel Cadette Dutra
A conditional branch predictor based on weightless neural networks. Neurocomputing 555 (2023)
Igor D. S. Miranda, Aman Arora, Zachary Susskind, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Diego Leonel Cadette Dutra, Leandro Santiago de Araújo, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John, Maurício Breternitz
LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks. ASAP (2022)
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
Weightless Neural Networks for Efficient Edge Inference. PACT (2022)
Vanderson Martins do Rosario, Anderson Faustino da Silva, Thais A. Silva Camacho, Otávio Oliveira Napoli, Maurício Breternitz, Edson Borin
Smart selection of optimizations in dynamic compilers. Concurr. Comput. Pract. Exp. 33 (18) (2021)
Vanderson Martins do Rosário, Maurício Breternitz, Edson Borin
Efficiency and Scalability of Multi-lane Capsule Networks (MLCN). SBAC-PAD (2019)
Leandro Santiago de Araújo, Letícia Dias Verona, Fábio Medeiros Rangel, Fabrício Firmino de Faria, Daniel Sadoc Menasché, Wouter Caarls, Maurício Breternitz, Sandip Kundu, Priscila Machado Vieira Lima, Felipe Maia Galvão França
Memory Efficient Weightless Neural Network using Bloom Filter. ESANN (2019)
Vanderson Martins do Rosario, Edson Borin, Maurício Breternitz
The Multi-Lane Capsule Network. IEEE Signal Process. Lett. 26 (7) (2019)
Michael LeBeane, Khaled Hamidouche, Brad Benton, Maurício Breternitz, Steven K. Reinhardt, Lizy K. John
ComP-net: command processor networking for efficient intra-kernel communications on GPUs. PACT (2018)
Michael LeBeane, Khaled Hamidouche, Brad Benton, Maurício Breternitz, Steven K. Reinhardt, Lizy K. John
GPU triggered networking for intra-kernel communications. SC (2017)
Michael LeBeane, Brandon Potter, Abhisek Pan, Alexandru Dutu, Vinay Agarwala, Wonchan Lee, Deepak Majeti, Bibek Ghimire, Eric Van Tassell, Samuel Wasmundt, Brad Benton, Maurício Breternitz, Michael L. Chu, Mithuna Thottethodi, Lizy K. John, Steven K. Reinhardt
Extended task queuing: active messages for heterogeneous systems. SC (2016)
Edson Borin, Caian Benedicto, Ian L. Rodrigues, Flavia Pisani, Martin Tygel, Maurício Breternitz
PY-PITS: A Scalable Python Runtime System for the Computation of Partially Idempotent Tasks. SBAC-PAD (Workshops) (2016)
Junli Gu, Maohua Zhu, Zhitao Zhou, Feng Zhang, Zhen Lin, Qianfeng Zhang, Maurício Breternitz
Implementation and evaluation of deep neural networks (DNN) on mainstream heterogeneous systems. APSys (2014)
Leonardo Piga, Reinaldo A. Bergamaschi, Maurício Breternitz, Sandro Rigo
Adaptive global power optimization for Web servers. J. Supercomput. 68 (3) (2014)
Maurício Breternitz, Keith Lowery, Anton Charnoff, Patryk Kaminski, Leonardo Piga
Cloud Workload Analysis with SWAT. SBAC-PAD (2012)