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TITLE: Differentiable Weightless Neural Networks
AUTHORS: Alan L Bacellar; Zachary Susskind; Mauricio Breternitz; Eugene John; Lizy John; Priscila V Lima; Felipe G França;
PUBLISHED: 2024, SOURCE: 41st International Conference on Machine Learning, ICML 2024 in Proceedings of Machine Learning Research, VOLUME: 235
INDEXED IN: Scopus
2
TITLE: Soon Filter: Advancing Tiny Neural Architectures for High Throughput Edge Inference
AUTHORS: Alan L Bacellar; Zachary Susskind; Maurício Breternitz; Lizy John; Felipe G França; Priscila V Lima;
PUBLISHED: 2024, SOURCE: 2024 International Joint Conference on Neural Networks, IJCNN 2024 in Proceedings of the International Joint Conference on Neural Networks
INDEXED IN: Scopus
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TITLE: A conditional branch predictor based on weightless neural networks  Full Text
AUTHORS: Villon, Luis A. Q.; Susskind, Zachary; Bacellar, Alan T. L.; Miranda, Igor D. S.; de Araujo, Leandro S.; Lima, Priscila M. V.; Breternitz, Mauricio; John, Lizy K.; Franca, Felipe M. G.; Dutra, Diego L. C.;
PUBLISHED: 2023, SOURCE: NEUROCOMPUTING, VOLUME: 555
INDEXED IN: Scopus WOS
4
TITLE: COIN: Combinational Intelligent Networks
AUTHORS: Miranda, Igor D. S.; Arora, Aman; Susskind, Zachary; Souza, Josias S. A.; Jadhao, Mugdha P.; Villon, Luis A. Q.; Dutra, Diego L. C.; Lima, Priscila M. V.; Franca, Felipe M. G.; Breternitz, Mauricio, Jr.; John, Lizy K.;
PUBLISHED: 2023, SOURCE: 34th IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP) in 2023 IEEE 34TH INTERNATIONAL CONFERENCE ON APPLICATION-SPECIFIC SYSTEMS, ARCHITECTURES AND PROCESSORS, ASAP, VOLUME: 2023-July
INDEXED IN: Scopus WOS
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TITLE: LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks
AUTHORS: 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 Jr, Mauricio;
PUBLISHED: 2022, SOURCE: 33rd International Conference on Application-specific Systems, Architectures and Processors (ASAP) in 2022 IEEE 33RD INTERNATIONAL CONFERENCE ON APPLICATION-SPECIFIC SYSTEMS, ARCHITECTURES AND PROCESSORS (ASAP), VOLUME: 2022-July
INDEXED IN: Scopus WOS
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TITLE: Weightless Neural Networks for Efficient Edge Inference
AUTHORS: Susskind, Zachary; Arora, Aman; Miranda, Igor D. S.; Villon, Luis A. Q.; Katopodis, Rafael F.; de Araujo, Leandro S.; Dutra, Diego L. C.; Lima, Priscila M. V.; Franca, Felipe M. G.; Breternitz, Mauricio, Jr.; John, Lizy K.;
PUBLISHED: 2022, SOURCE: 31st International Conference on Parallel Architectures and Compilation Techniques (PACT) in PROCEEDINGS OF THE 2022 31ST INTERNATIONAL CONFERENCE ON PARALLEL ARCHITECTURES AND COMPILATION TECHNIQUES, PACT 2022
INDEXED IN: Scopus WOS
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TITLE: AI from Concrete to Abstract Demystifying artificial intelligence to the general public  Full Text
AUTHORS: Queiroz, RL; Sampaio, FF; Lima, C; Lima, PMV;
PUBLISHED: 2021, SOURCE: AI & SOCIETY
INDEXED IN: Scopus WOS
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TITLE: Mapping a logical representation of TSP to quantum annealing  Full Text
AUTHORS: Silva, C ; Aguiar, A ; Lima, PMV; Dutra, I ;
PUBLISHED: 2021, SOURCE: QUANTUM INFORMATION PROCESSING, VOLUME: 20, ISSUE: 12
INDEXED IN: Scopus WOS DBLP CrossRef: 6
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TITLE: Weightless Neural Networks as Memory Segmented Bloom Filters  Full Text
AUTHORS: Leandro Santiago; Leticia Verona; Fabio Rangel; Fabricio Firmino; Daniel S Menasche; Wouter Caarls; Mauricio Breternitz; Sandip Kundu; Priscila M V Lima; Felipe M G Franca;
PUBLISHED: 2020, SOURCE: NEUROCOMPUTING, VOLUME: 416
INDEXED IN: Scopus WOS