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ORCIDLeandro Santiago de Araújo
Publications
- 2023
[j7]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: 126637 (2023)- [j6]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): 61:1-61:24 (2023) - [c20]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: 444-451 - [i3]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 abs/2304.10618 (2023) - 2022
- [c19]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: 279-290 - [c18]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: 19-26 - [c17]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 - [c16]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 - [c15]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 - [i2]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 abs/2203.01479 (2022) - 2021
- [j5]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:
Gamma - General Abstract Model for Multiset mAnipulation and dynamic dataflow model: An equivalence study. Concurr. Comput. Pract. Exp. 33(11) (2021) - 2020
- [j4]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:
Weightless Neural Networks as Memory Segmented Bloom Filters. Neurocomputing 416: 292-304 (2020) - [j3]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:
Cost-effective, Energy-efficient, and Scalable Storage Computing for Large-scale AI Applications. ACM Trans. Storage 16(4): 21:1-21:37 (2020) - [c14]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: 150-157 - [c13]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: 21:1-21:8 - [c12]Alan T. L. Bacellar, Brunno F. Goldstein, Victor da Cruz Ferreira, Leandro Santiago, Priscila M. V. Lima, Felipe M. G. França:
Fast Deep Neural Networks Convergence using a Weightless Neural Model. ESANN 2020: 211-216 - [c11]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: 1-5 - 2019
- [j2]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): 235-249 (2019) - [c10]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: 117-122 - [c9]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: 733-740 - [c8]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 - [c7]Leandro A. J. Marzulo, Calebe P. Bianchini, Leandro Santiago, Victor da Cruz Ferreira, Brunno F. Goldstein, Felipe M. G. França:
Teaching High Performance Computing through Parallel Programming Marathons. IPDPS Workshops 2019: 296-303 - [c6]Rui Rodrigues de 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: 809-816 - [c5]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:
A Feasible FPGA Weightless Neural Accelerator. ISCAS 2019: 1-5 - 2018
- [i1]Rui Rodrigues de 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 abs/1811.00607 (2018) - 2017
- [j1]Leandro Santiago, Leandro A. J. Marzulo, Alexandre da Costa Sena, Tiago A. O. Alves, Felipe M. G. França:
Optimising loops in dynamic dataflow. IET Circuits Devices Syst. 11(2): 113-122 (2017) - [c4]Leandro Santiago, Vinay C. Patil, Charles B. Prado, Tiago A. O. Alves, Leandro A. J. Marzulo, Felipe M. G. França, Sandip Kundu:
Realizing strong PUF from weak PUF via neural computing. DFT 2017: 1-6 - 2016
- [c3]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:
Task Scheduling in Sucuri Dataflow Library. SBAC-PAD (Workshops) 2016: 37-42 - 2014
- [c1]Leandro Santiago, Leandro A. J. Marzulo, Brunno F. Goldstein, Tiago A. O. Alves, Felipe Maia Galvão França:
Stack-Tagged Dataflow. SBAC-PAD (Workshops) 2014: 78-83
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