Weightless Neural Networks as Memory Segmented Bloom Filters
Santiago, Leandro, Verona, Leticia, Rangel, Fabio, Firmino, Fabrício, Menasché, Daniel S., Caarls, Wouter, Breternitz Jr, Mauricio, Kundu, Sandip, Lima, Priscila M.V., França, Felipe M.G.
Published in Neurocomputing (Amsterdam) (27.11.2020)
Published in Neurocomputing (Amsterdam) (27.11.2020)
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Journal Article
Memory-efficient DRASiW Models
Napoli, Otávio Oliveira, de Almeida, Ana Maria, Borin, Edson, Breternitz, Mauricio
Published in Neurocomputing (Amsterdam) (28.12.2024)
Published in Neurocomputing (Amsterdam) (28.12.2024)
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Journal Article
Efficiency and scalability of multi-lane capsule networks (MLCN)
do Rosario, Vanderson Martins, Breternitz, Mauricio, Borin, Edson
Published in Journal of parallel and distributed computing (01.09.2021)
Published in Journal of parallel and distributed computing (01.09.2021)
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Journal Article
Mixed reality application to support infrastructure maintenance
Silva, Hugo, Resende, Ricardo, Breternitz, Mauricio
Published in 2018 International Young Engineers Forum (YEF-ECE) (01.05.2018)
Published in 2018 International Young Engineers Forum (YEF-ECE) (01.05.2018)
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Conference Proceeding
The Multi-Lane Capsule Network
do Rosario, Vanderson Martins, Borin, Edson, Breternitz, Mauricio
Published in IEEE signal processing letters (01.07.2019)
Published in IEEE signal processing letters (01.07.2019)
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Journal Article
A conditional branch predictor based on weightless neural networks
Villon, Luis A.Q., Susskind, Zachary, Bacellar, Alan T.L., Miranda, Igor D.S., de Araújo, Leandro S., Lima, Priscila M.V., Breternitz, Mauricio, John, Lizy K., França, Felipe M.G., Dutra, Diego L.C.
Published in Neurocomputing (Amsterdam) (28.10.2023)
Published in Neurocomputing (Amsterdam) (28.10.2023)
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Journal Article
LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks
Miranda, Igor D.S., Arora, Aman, Susskind, Zachary, Villon, Luis A.Q., Katopodis, Rafael F., Dutra, Diego L.C., De Araujo, Leandro S., Lima, Priscila M.V., Franca, Felipe M.G., John, Lizy K., Breternitz, Mauricio
Published in 2022 IEEE 33rd International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2022)
Published in 2022 IEEE 33rd International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2022)
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Conference Proceeding
LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA
Nag, Shashank, Susskind, Zachary, Arora, Aman, Bacellar, Alan T. L., Dutra, Diego L. C., Miranda, Igor D. S., Kailas, Krishnan, John, Eugene B., Breternitz, Mauricio, Lima, Priscila M. V., Franca, Felipe M. G., John, Lizy K.
Published in 2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS) (11.08.2024)
Published in 2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS) (11.08.2024)
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Conference Proceeding
Adaptive global power optimization for Web servers
Piga, Leonardo, Bergamaschi, Reinaldo A., Breternitz, Mauricio, Rigo, Sandro
Published in The Journal of supercomputing (01.06.2014)
Published in The Journal of supercomputing (01.06.2014)
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Journal Article
Microcode Compression Using Structured-Constrained Clustering
Borin, Edson, Araujo, Guido, Breternitz, Mauricio, Wu, Youfeng
Published in International journal of parallel programming (01.02.2014)
Published in International journal of parallel programming (01.02.2014)
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Journal Article