Leandro Santiago de Araújo

According to our database, Leandro Santiago de Araújo authored at least 27 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of two.

2023

ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks.

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

ACM Trans. Archit. Code Optim., December, 2023

A conditional branch predictor based on weightless neural networks.

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

Neurocomputing, October, 2023

GSink - A Runtime for Gamma Programs and its CGRA Mapping Proposal.

Rui Rodrigues de Mello Junior, Gabriel Antoine Louis Paillard, Leandro Santiago de Araújo, Pedro C. Diniz, Felipe M. G. França

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022

A WiSARD-based conditional branch predictor.

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

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

Pruning Weightless Neural Networks.

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

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks.

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

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks.

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

Proceedings of the 33rd IEEE International Conference on Application-specific Systems, 2022

Weightless Neural Networks for Efficient Edge Inference.

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

Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022

2021

Gamma - General Abstract Model for Multiset mAnipulation and dynamic dataflow model: An equivalence study.

Rui Rodrigues de Mello Junior, Leandro Santiago de Araújo, Tiago A. O. Alves, Leandro A. J. Marzulo, Gabriel A. L. Paillard, Felipe M. G. França

Concurr. Comput. Pract. Exp., 2021

2020

Cost-effective, Energy-efficient, and Scalable Storage Computing for Large-scale AI Applications.

Jae Young Do, Victor da Cruz Ferreira, Hossein Bobarshad, Mahdi Torabzadehkashi, Siavash Rezaei, Ali Heydarigorji, Diego Fonseca Pereira de Souza, Brunno F. Goldstein, Leandro Santiago, Min Soo Kim, Priscila M. V. Lima, Felipe M. G. França, Vladimir Castro Alves

ACM Trans. Storage, 2020

Weightless Neural Networks as Memory Segmented Bloom Filters.

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

Neurocomputing, 2020

Reliability Evaluation of Compressed Deep Learning Models.

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

Proceedings of the 11th IEEE Latin American Symposium on Circuits & Systems, 2020

Fast Deep Neural Networks Convergence using a Weightless Neural Model.

Alan T. L. Bacellar, Brunno F. Goldstein, Victor da Cruz Ferreira, Leandro Santiago, Priscila M. V. Lima, Felipe M. G. França

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

Fluid computing: interest-based communication in dataflow/multiset rewriting computing.

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

Proceedings of the EATIS 2020: 10th Euro American Conference on Telematics and Information Systems, 2020

Building a portable deeply-nested implicit information flow tracking.

Leandro Santiago de Araújo, Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe M. G. França, Israel Koren, Sandip Kundu

Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020

2019

Design of Robust, High-Entropy Strong PUFs via Weightless Neural Network.

Leandro Santiago de Araújo, Vinay C. Patil, Charles B. Prado, Tiago A. O. Alves, Leandro A. J. Marzulo, Felipe M. G. França, Sandip Kundu

J. Hardw. Syst. Secur., 2019

A Feasible FPGA Weightless Neural Accelerator.

Victor da Cruz Ferreira, Alexandre Solon Nery, Leandro A. J. Marzulo, Leandro Santiago, Diego Fonseca Pereira de Souza, Brunno F. Goldstein, Felipe M. G. França, Vladimir Castro Alves

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Exploring the Equivalence between Dynamic Dataflow Model and Gamma - General Abstract Model for Multiset mAnipulation.

Rui Rodrigues de Mello Junior, Leandro Santiago de Araújo, Tiago A. O. Alves, Leandro A. J. Marzulo, Gabriel Paillard, Felipe M. G. França

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Teaching High Performance Computing through Parallel Programming Marathons.

Leandro A. J. Marzulo, Calebe P. Bianchini, Leandro Santiago, Victor da Cruz Ferreira, Brunno F. Goldstein, Felipe M. G. França

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Memory Efficient Weightless Neural Network using Bloom Filter.

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

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Hardware-Accelerated Similarity Search with Multi-Index Hashing.

Leandro Santiago de Araújo, Victor da Cruz Ferreira, Brunno Figueiroa Goldstein, Alexandre Solon Nery, Leandro Augusto Justen Marzulo, Sandip Kundu, Felipe Maia Galvão França

Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

Efficient Testing of Physically Unclonable Functions for Uniqueness.

Leandro Santiago de Araújo, Vinay C. Patil, Leandro Augusto Justen Marzulo, Felipe Maia Galvão França, Sandip Kundu

Proceedings of the 28th IEEE Asian Test Symposium, 2019

2017

Optimising loops in dynamic dataflow.

Leandro Santiago, Leandro A. J. Marzulo, Alexandre da Costa Sena, Tiago A. O. Alves, Felipe M. G. França

IET Circuits Devices Syst., 2017

Realizing strong PUF from weak PUF via neural computing.

Leandro Santiago, Vinay C. Patil, Charles B. Prado, Tiago A. O. Alves, Leandro A. J. Marzulo, Felipe M. G. França, Sandip Kundu

Proceedings of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2017

2016

Task Scheduling in Sucuri Dataflow Library.

Rafael J. N. Silva, Brunno F. Goldstein, Leandro Santiago, Alexandre da Costa Sena, Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe Maia Galvão França

Proceedings of the 2016 International Symposium on Computer Architecture and High Performance Computing Workshops, 2016

2014

Stack-Tagged Dataflow.

Leandro Santiago, Leandro A. J. Marzulo, Brunno F. Goldstein, Tiago A. O. Alves, Felipe Maia Galvão França

Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing Workshop, 2014

Dataflow Virtual Machine Profiling.

Vittor F. Lira, Felippe H. Cerreia, Leandro Santiago, Alexandre da Costa Sena, Maria Clicia Stelling de Castro, Leandro A. J. Marzulo

Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing Workshop, 2014