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ORCIDMaurício Breternitz
Maurício Breternitz Jr.
Person information
- affiliation: Advanced Micro Devices
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2020 – today
- 2024
[j12]Otávio Oliveira Napoli
, Ana Maria de Almeida, Edson Borin, Maurício Breternitz:
Memory-efficient DRASiW Models. Neurocomputing 610: 128443 (2024)- [c42]Alan Tendler Leibel Bacellar, Zachary Susskind, Maurício Breternitz Jr., Eugene John, Lizy Kurian John, Priscila Machado Vieira Lima, Felipe M. G. França:
Differentiable Weightless Neural Networks. ICML 2024 - [c41]Alan T. L. Bacellar, Zachary Susskind, Maurício Breternitz, Lizy K. John, Felipe M. G. França, Priscila M. V. Lima:
Soon Filter: Advancing Tiny Neural Architectures for High Throughput Edge Inference. IJCNN 2024: 1-8 - [c40]Shashank Nag, Zachary Susskind, Aman Arora, Alan T. L. Bacellar, Diego L. C. Dutra, Igor D. S. Miranda, Krishnan Kailas, Eugene B. John, Maurício Breternitz, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John:
LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA. MWSCAS 2024: 1206-1211 - [i5]Alan T. L. Bacellar, Zachary Susskind, Maurício Breternitz Jr., Eugene John, Lizy K. John, Priscila M. V. Lima, Felipe M. G. França:
Differentiable Weightless Neural Networks. CoRR abs/2410.11112 (2024) - 2023
- [j11]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: 126637 (2023) - [j10]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): 61:1-61:24 (2023) - [c39]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: 27-28 - [c38]Otávio Oliveira Napoli, Ana Maria de Almeida, José Miguel Sales Dias, Luís Brás Rosário, Edson Borin, Maurício Breternitz Jr.:
Efficient Knowledge Aggregation Methods for Weightless Neural Networks. ESANN 2023 - [c37]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: 232 - [c36]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: 1-5 - [i4]Zachary Susskind, Aman Arora, Igor D. S. Miranda, Alan T. L. Bacellar, 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 Jr., Lizy K. John:
ULEEN: A Novel Architecture for Ultra Low-Energy Edge Neural Networks. CoRR abs/2304.10618 (2023) - 2022
- [c35]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: 279-290 - [c34]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: 19-26 - [c33]Alan T. L. Bacellar, Zachary Susskind, Luis A. Q. Villon, Igor D. S. Miranda, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Maurício Breternitz Jr., Lizy K. John, Priscila M. V. Lima, Felipe M. G. França:
Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks. ESANN 2022 - [c32]Zachary Susskind, Alan T. L. Bacellar, Aman Arora, Luis A. Q. Villon, Renan Mendanha, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Igor D. S. Miranda, Maurício Breternitz Jr., Lizy K. John:
Pruning Weightless Neural Networks. ESANN 2022 - [c31]Luis A. Q. Villon, Zachary Susskind, Alan T. L. Bacellar, Igor D. S. Miranda, Leandro Santiago de Araújo, Priscila M. V. Lima, Maurício Breternitz Jr., Lizy K. John, Felipe M. G. França, Diego Leonel Cadette Dutra:
A WiSARD-based conditional branch predictor. ESANN 2022 - [i3]Zachary Susskind, Aman Arora, Igor Dantas dos Santos Miranda, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila Machado Vieira Lima, Felipe Maia Galvão França, Maurício Breternitz Jr., Lizy K. John:
Weightless Neural Networks for Efficient Edge Inference. CoRR abs/2203.01479 (2022) - 2021
- [j9]Vanderson Martins do Rosario, Anderson Faustino da Silva, Thais Aparecida Silva Camacho, Otávio O. Napoli, Maurício Breternitz, Edson Borin:
Smart selection of optimizations in dynamic compilers. Concurr. Comput. Pract. Exp. 33(18) (2021) - [j8]Vanderson Martins do Rosario, Maurício Breternitz Jr., Edson Borin:
Efficiency and scalability of multi-lane capsule networks (MLCN). J. Parallel Distributed Comput. 155: 63-73 (2021) - 2020
- [j7]Flávia Pisani, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Maurício Breternitz Jr.:
A unified model for accelerating unsupervised iterative re-ranking algorithms. Concurr. Comput. Pract. Exp. 32(14) (2020) - [j6]Leandro Santiago, Letícia Dias Verona, Fábio Medeiros Rangel, Fabrício Firmino de Faria, Daniel S. Menasché, Wouter Caarls, Maurício Breternitz Jr., Sandip Kundu, Priscila M. V. Lima, Felipe M. G. França:
Weightless Neural Networks as Memory Segmented Bloom Filters. Neurocomputing 416: 292-304 (2020)
2010 – 2019
- 2019
- [j5]Vanderson Martins do Rosario, Edson Borin, Maurício Breternitz:
The Multi-Lane Capsule Network. IEEE Signal Process. Lett. 26(7): 1006-1010 (2019) - [c30]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 - [c29]Vanderson Martins do Rosário, Maurício Breternitz, Edson Borin:
Efficiency and Scalability of Multi-lane Capsule Networks (MLCN). SBAC-PAD 2019: 152-159 - [i2]Vanderson Martins do Rosario, Edson Borin, Maurício Breternitz Jr.:
The Multi-Lane Capsule Network (MLCN). CoRR abs/1902.08431 (2019) - [i1]Vanderson Martins do Rosário, Maurício Breternitz Jr., Edson Borin:
Efficiency and Scalability of Multi-Lane Capsule Networks (MLCN). CoRR abs/1908.03935 (2019) - 2018
- [c28]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: 29:1-29:13 - 2017
- [c27]Michael LeBeane, Khaled Hamidouche, Brad Benton, Maurício Breternitz, Steven K. Reinhardt, Lizy K. John:
GPU triggered networking for intra-kernel communications. SC 2017: 22 - 2016
- [j4]Max Grossman, Maurício Breternitz Jr., Vivek Sarkar:
HadoopCL2: Motivating the Design of a Distributed, Heterogeneous Programming System With Machine-Learning Applications. IEEE Trans. Parallel Distributed Syst. 27(3): 762-775 (2016) - [c26]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: 7-12 - [c25]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: 933-944 - 2014
- [j3]Edson Borin, Guido Araujo, Maurício Breternitz Jr., Youfeng Wu:
Microcode Compression Using Structured-Constrained Clustering. Int. J. Parallel Program. 42(1): 140-164 (2014) - [j2]Leonardo Piga, Reinaldo A. Bergamaschi, Maurício Breternitz, Sandro Rigo:
Adaptive global power optimization for Web servers. J. Supercomput. 68(3): 1088-1112 (2014) - [c24]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: 12:1-12:7 - 2013
- [c23]Max Grossman, Maurício Breternitz Jr., Vivek Sarkar:
HadoopCL: MapReduce on Distributed Heterogeneous Platforms through Seamless Integration of Hadoop and OpenCL. IPDPS Workshops 2013: 1918-1927 - [c22]Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Maurício Breternitz Jr.:
Image Re-ranking Acceleration on GPUs. SBAC-PAD 2013: 176-183 - 2012
- [c21]Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Maurício Breternitz Jr.:
Efficient Image Re-Ranking Computation on GPUs. ISPA 2012: 95-102 - [c20]Maurício Breternitz, Keith Lowery, Anton Charnoff, Patryk Kaminski, Leonardo Piga:
Cloud Workload Analysis with SWAT. SBAC-PAD 2012: 92-99 - 2011
- [c19]Edson Borin, Youfeng Wu, Maurício Breternitz Jr., Cheng Wang:
LAR-CC: Large atomic regions with conditional commits. CGO 2011: 54-63 - [c18]Edson Borin, Guido Araujo, Maurício Breternitz Jr., Youfeng Wu:
Structure-Constrained Microcode Compression. SBAC-PAD 2011: 104-111 - 2010
- [c17]Edson Borin, Youfeng Wu, Cheng Wang, Wei Liu, Maurício Breternitz Jr., Shiliang Hu, Esfir Natanzon, Shai Rotem, Roni Rosner:
TAO: two-level atomicity for dynamic binary optimizations. CGO 2010: 12-21
2000 – 2009
- 2008
- [c16]Maurício Breternitz Jr., Gabriel H. Loh, Bryan Black, Jeff Rupley, Peter G. Sassone, Wesley Attrot, Youfeng Wu:
A Segmented Bloom Filter Algorithm for Efficient Predictors. SBAC-PAD 2008: 123-130 - 2007
- [c15]Cheng Wang, Shiliang Hu, Ho-Seop Kim, Sreekumar R. Nair, Maurício Breternitz Jr., Zhiwei Ying, Youfeng Wu:
StarDBT: An Efficient Multi-platform Dynamic Binary Translation System. Asia-Pacific Computer Systems Architecture Conference 2007: 4-15 - [c14]Youfeng Wu, Maurício Breternitz Jr., Victor Ying:
Impacts of Multiprocessor Configurations on Workloads in Bioinformatics. SBAC-PAD 2007: 105-113 - 2006
- [c13]Edson Borin, Maurício Breternitz Jr., Youfeng Wu, Guido Araujo:
Clustering-Based Microcode Compression. ICCD 2006: 189-196 - 2005
- [c12]Youfeng Wu, Maurício Breternitz Jr., Herbert H. J. Hum, Ramesh V. Peri, Jay Pickett:
Enhanced code density of embedded CISC processors with echo technology. CODES+ISSS 2005: 160-165 - 2004
- [c11]Youfeng Wu, Maurício Breternitz Jr., Tevi Devor:
Continuous Trip Count Profiling for Loop Optimizations in Two-Phase Dynamic Binary Translato. Interaction between Compilers and Computer Architectures 2004: 3-12 - [c10]Youfeng Wu, Maurício Breternitz Jr., Justin Quek, Orna Etzion, Jesse Fang:
The Accuracy of Initial Prediction in Two-Phase Dynamic Binary Translators. CGO 2004: 227-238 - 2003
- [c9]Maurício Breternitz Jr., Herbert H. J. Hum, Sanjeev Kumar:
Compilation, Architectural Support, and Evaluation of SIMD Graphics Pipeline Programs on a General-Purpose CPU. IEEE PACT 2003: 135-145
1990 – 1999
- 1997
- [c8]Maurício Breternitz Jr., Roger Smith:
Enhanced Compression Techniques to Simplify Programm Decompression and Execution. ICCD 1997: 170-176 - 1996
- [c7]Tariq Afzal, Maurício Breternitz Jr., M. Kacher, S. Menyhert, M. Ommerman, W. Su:
Motorola PowerPC Migration Tools - Emulation and Translation. COMPCON 1996: 145-150 - [c6]Maurício Breternitz Jr., A. Manikonda, M. Ommerman, W. Su, A. Thornto:
Design Tradeoffs and Experience with Motorola PowerPC? Migration Tool. ICCD 1996: 301-308 - 1995
- [j1]David Bernstein, Maurício Breternitz Jr., Ahmed Gheith, Bilha Mendelson:
Solutions and debugging for data consistency in multiprocessors with noncoherent caches. Int. J. Parallel Program. 23(1): 83-103 (1995) - 1994
- [c5]Barbara Simons, Vivek Sarkar, Maurício Breternitz Jr., Michael Lai:
An Optimal Asynchronous Scheduling Algorithm for Software Cache Consistence. HICSS (2) 1994: 502-511 - 1991
- [c4]Maurício Breternitz Jr., John Paul Shen:
Implementation Optimization Techniques for Architecture Synthesis of Application-Specific Processors. MICRO 1991: 114-123 - 1990
- [c3]Maurício Breternitz Jr., John Paul Shen:
Architecture Synthesis of High-Performance Application-Specific Processors. DAC 1990: 542-548
1980 – 1989
- 1988
- [c2]Andrew Wolfe, Maurício Breternitz Jr., Chriss Stephens, A. L. Ting, David Blair Kirk, Ronald P. Bianchini Jr., John Paul Shen:
The White Dwarf: A High-Performance Application-Specific Processor. ISCA 1988: 212-222 - [c1]Maurício Breternitz Jr., John Paul Shen:
Organization of array data for concurrent memory access. MICRO 1988: 97-99
Coauthor Index
Alan T. L. Bacellar
aka: Alan Tendler Leibel Bacellar
aka: Alan Tendler Leibel Bacellar
Diego Leonel Cadette Dutra
aka: Diego L. C. Dutra
aka: Diego L. C. Dutra
Felipe M. G. França
aka: Felipe Maia Galvão França
aka: Felipe Maia Galvão França
Lizy Kurian John
aka: Lizy K. John
aka: Lizy K. John
Priscila M. V. Lima
aka: Priscila Machado Vieira Lima
aka: Priscila Machado Vieira Lima
Igor D. S. Miranda
aka: Igor Dantas dos Santos Miranda
aka: Igor Dantas dos Santos Miranda
Luis A. Q. Villon
aka: Luis Armando Quintanilla Villon
aka: Luis Armando Quintanilla Villon
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