Leandro Santiago de Araújo

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 20

Top Topics

False Dismissal

Pruning Methods

Top Venues

IPDPS Workshops

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)
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 (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)
Rui Rodrigues de Mello Junior, Gabriel Antoine Louis Paillard, Leandro Santiago de Araújo, Pedro C. Diniz, Felipe M. G. França
GSink - A Runtime for Gamma Programs and its CGRA Mapping Proposal. IPDPS Workshops (2023)
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 (2022)
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)
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)
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)
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)
Rui R. Mello Jr., Leandro Santiago de Araújo, Tiago A. O. Alves, Leandro A. J. Marzulo, Gabriel A. L. Paillard, Felipe M. G. França
Gamma - General Abstract Model for Multiset mAnipulation and dynamic dataflow model: An equivalence study. Concurr. Comput. Pract. Exp. 33 (11) (2021)
Brunno F. Goldstein, Sudarshan Srinivasan, Dipankar Das, Kunal Banerjee, Leandro Santiago de Araújo, Victor da Cruz Ferreira, Alexandre Solon Nery, Sandip Kundu, Felipe M. G. França
Reliability Evaluation of Compressed Deep Learning Models. LASCAS (2020)
Leandro Santiago de Araújo, Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe M. G. França, Israel Koren, Sandip Kundu
Building a portable deeply-nested implicit information flow tracking. CF (2020)
Rui Rodrigues de Mello Junior, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Gabriel Antoine Louis Paillard, Claudio Luis de Amorim, Felipe Maia Galvão França
Fluid computing: interest-based communication in dataflow/multiset rewriting computing. EATIS (2020)
Leandro Santiago de Araújo, Vinay C. Patil, Leandro Augusto Justen Marzulo, Felipe Maia Galvão França, Sandip Kundu
Efficient Testing of Physically Unclonable Functions for Uniqueness. ATS (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)
Rui R. Mello Junior, Leandro Santiago de Araújo, Tiago A. O. Alves, Leandro A. J. Marzulo, Gabriel Paillard, Felipe M. G. França
Exploring the Equivalence between Dynamic Dataflow Model and Gamma - General Abstract Model for Multiset mAnipulation. IPDPS Workshops (2019)
Leandro Santiago de Araújo, Victor da Cruz Ferreira, Brunno Figueiroa Goldstein, Alexandre Solon Nery, Leandro Augusto Justen Marzulo, Sandip Kundu, Felipe Maia Galvão França
Hardware-Accelerated Similarity Search with Multi-Index Hashing. DASC/PiCom/DataCom/CyberSciTech (2019)
Leandro Santiago de Araújo, Vinay C. Patil, Charles B. Prado, Tiago A. O. Alves, Leandro A. J. Marzulo, Felipe M. G. França, Sandip Kundu
Design of Robust, High-Entropy Strong PUFs via Weightless Neural Network. J. Hardw. Syst. Secur. 3 (3) (2019)
Rui R. Mello Junior, Leandro Santiago de Araújo, Tiago A. O. Alves, Leandro A. J. Marzulo, Gabriel Antoine Louis Paillard, Felipe M. G. França
Exploring the Equivalence between Dynamic Dataflow Model and Gamma - General Abstract Model for Multiset mAnipulation. CoRR (2018)