Maurício Breternitz

22 papers A 3B 4C 2Journal 7Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Weightless Neural Networks on Flexible Substrates: A Novel Approach to Wearable Machine Learning. IEEE Trans. Very Large Scale Integr. Syst. Igor D. S. Miranda, Velu Pillai, Tejas Musale, Mugdha P. Jadhao, Paulo C. R. Souza Neto, Zachary Susskind, Alan T. L. Bacellar, Mael Lhostis, Priscila M. V. Lima, Diego L. C. Dutra, Eugene B. John, Maurício Breternitz, Felipe M. G. França, Emre Ozer, Lizy K. John
2024	—	`conf`	LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA. MWSCAS 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
2024	J	`jnl`	Memory-efficient DRASiW Models. Neurocomputing Otávio Oliveira Napoli, Ana Maria de Almeida, Edson Borin, Maurício Breternitz
2024	B	`conf`	Soon Filter: Advancing Tiny Neural Architectures for High Throughput Edge Inference. IJCNN Alan T. L. Bacellar, Zachary Susskind, Maurício Breternitz, Lizy K. John, Felipe M. G. França, Priscila M. V. Lima
2023	J	`jnl`	A conditional branch predictor based on weightless neural networks. Neurocomputing 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
2023	A	`conf`	An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection. FPGA 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
2023	—	`conf`	COIN: Combinational Intelligent Networks. ASAP 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
2023	—	`conf`	Dendrite-inspired Computing to Improve Resilience of Neural Networks to Faults in Emerging Memory Technologies. ICRC 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
2023	J	`jnl`	ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks. ACM Trans. Archit. Code Optim. 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
2022	—	`conf`	LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks. ASAP 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
2022	B	`conf`	Weightless Neural Networks for Efficient Edge Inference. PACT 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
2021	J	`jnl`	Smart selection of optimizations in dynamic compilers. Concurr. Comput. Pract. Exp. Vanderson Martins do Rosario, Anderson Faustino da Silva, Thais Aparecida Silva Camacho, Otávio O. Napoli, Maurício Breternitz, Edson Borin
2019	C	`conf`	Efficiency and Scalability of Multi-lane Capsule Networks (MLCN). SBAC-PAD Vanderson Martins do Rosário, Maurício Breternitz, Edson Borin
2019	B	`conf`	Memory Efficient Weightless Neural Network using Bloom Filter. ESANN 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
2019	J	`jnl`	The Multi-Lane Capsule Network. IEEE Signal Process. Lett. Vanderson Martins do Rosario, Edson Borin, Maurício Breternitz
2018	B	`conf`	ComP-net: command processor networking for efficient intra-kernel communications on GPUs. PACT Michael LeBeane, Khaled Hamidouche, Brad Benton, Maurício Breternitz, Steven K. Reinhardt, Lizy K. John
2017	A	`conf`	GPU triggered networking for intra-kernel communications. SC Michael LeBeane, Khaled Hamidouche, Brad Benton, Maurício Breternitz, Steven K. Reinhardt, Lizy K. John
2016	A	`conf`	Extended task queuing: active messages for heterogeneous systems. SC 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
2016	—	`conf`	PY-PITS: A Scalable Python Runtime System for the Computation of Partially Idempotent Tasks. SBAC-PAD (Workshops) Edson Borin, Caian Benedicto, Ian L. Rodrigues, Flavia Pisani, Martin Tygel, Maurício Breternitz
2014	J	`jnl`	Adaptive global power optimization for Web servers. J. Supercomput. Leonardo Piga, Reinaldo A. Bergamaschi, Maurício Breternitz, Sandro Rigo
2014	—	`conf`	Implementation and evaluation of deep neural networks (DNN) on mainstream heterogeneous systems. APSys Junli Gu, Maohua Zhu, Zhitao Zhou, Feng Zhang, Zhen Lin, Qianfeng Zhang, Maurício Breternitz
2012	C	`conf`	Cloud Workload Analysis with SWAT. SBAC-PAD Maurício Breternitz, Keith Lowery, Anton Charnoff, Patryk Kaminski, Leonardo Piga