Felipe M. G. Frana
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
64
Venues
24
Active years
1986–2025
Best venue rank
A*
Where they publish
- BESANN23 papers
- CSBAC-PAD10 papers
- BIJCNN2 papers
- AFPGA2 papers
- CISDA2 papers
- CISCAS2 papers
- CICA3PP2 papers
- CDSD2 papers
- BOPODIS2 papers
- NationalIWANN2 papers
- NationalFCCM2 papers
- BFPL1 paper
- A*ICML1 paper
- BVTC1 paper
- CICANN1 paper
- CINOC1 paper
- MulticonferenceSAC1 paper
- CICCSA1 paper
- CICARCV1 paper
- CIJCCI1 paper
- CISoLA1 paper
- BNetworking1 paper
- CICIW1 paper
- A*MICRO1 paper
Papers
64 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | FPL | Hybrid Weightless Neural Networks for Efficient Edge Inference. | Mugdha P. Jadhao, Alan T. L. Bacellar, Shashank Nag, Igor D. S. Miranda, Felipe M. G. Frana, Lizy K. John |
| 2024 | ICML | Differentiable Weightless Neural Networks. | Alan Tendler Leibel Bacellar, Zachary Susskind, Maurcio Breternitz Jr., Eugene John, Lizy Kurian John, Priscila Machado Vieira Lima, Felipe M. G. Frana |
| 2024 | IJCNN | Soon Filter: Advancing Tiny Neural Architectures for High Throughput Edge Inference. | Alan T. L. Bacellar, Zachary Susskind, Maurcio Breternitz, Lizy K. John, Felipe M. G. Frana, Priscila M. V. Lima |
| 2023 | ESANN | WiSARD-based Ensemble Learning. | Leopoldo Lusquino Filho, Felipe M. G. Frana, Priscila Lima |
| 2023 | ESANN | Sun Tracking using a Weightless Q-Learning Neural Network. | Guilherme Souza, Priscila Lima, Felipe M. G. Frana |
| 2023 | FPGA | An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection. | Zachary Susskind, Aman Arora, Alan T. L. Bacellar, Diego Leonel Cadette Dutra, Igor D. S. Miranda, Maurcio Breternitz, Priscila M. V. Lima, Felipe M. G. Frana, Lizy K. John |
| 2022 | ESANN | 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 Arajo, Diego Leonel Cadette Dutra, Maurcio Breternitz Jr., Lizy K. John, Priscila M. V. Lima, Felipe M. G. Frana |
| 2022 | ESANN | Pruning Weightless Neural Networks. | Zachary Susskind, Alan T. L. Bacellar, Aman Arora, Luis A. Q. Villon, Renan Mendanha, Leandro Santiago de Arajo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. Frana, Igor D. S. Miranda, Maurcio Breternitz Jr., Lizy K. John |
| 2022 | ESANN | A WiSARD-based conditional branch predictor. | Luis A. Q. Villon, Zachary Susskind, Alan T. L. Bacellar, Igor D. S. Miranda, Leandro Santiago de Arajo, Priscila M. V. Lima, Maurcio Breternitz Jr., Lizy K. John, Felipe M. G. Frana, Diego Leonel Cadette Dutra |
| 2022 | VTC | Reinforcement Learning based Multi-Attribute Slice Admission Control for Next-Generation Networks in a Dynamic Pricing Environment. | Victor da Cruz Ferreira, Haitham H. Esmat, Beatriz Lorenzo, Sandip Kundu, Felipe M. G. Frana |
| 2021 | ESANN | A bag of nodes primer on weightless graph classification. | Raul Barbosa, Diego Carvalho, Priscila Lima, Felipe M. G. Frana |
| 2021 | ESANN | Functional Gradient Descent for n-Tuple Regression. | Rafael Fontella Katopodis, Priscila Lima, Felipe M. G. Frana |
| 2020 | ESANN | 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. Frana |
| 2020 | ESANN | Interpretation of Model Agnostic Classifiers via Local Mental Images. | Aluizio Lima Filho, Gabriel P. Guarisa, Leopoldo Lusquino Filho, Luiz F. R. Oliveira, Carlos Alberto Nunes Cosenza, Felipe M. G. Frana, Priscila M. V. Lima |
| 2020 | ESANN | Detection of elementary particles with the WiSARD n-tuple classifier. | Pedro Xavier, Massimo De Gregorio, Felipe M. G. Frana, Priscila M. V. Lima |
| 2020 | ISDA | Using NER + ML to Automatically Detect Fake News. | Marcos A. Spalenza, Elias de Oliveira, Leopoldo Lusquino Filho, Priscila M. V. Lima, Felipe M. G. Frana |
| 2019 | ICANN | Action Units Classification Using ClusWiSARD. | Leopoldo Lusquino Filho, Gabriel Antoine Louis Paillard, Luiz F. R. Oliveira, Aluizio Lima Filho, Felipe M. G. Frana, Priscila M. V. Lima |
| 2019 | INOC | Minimum Concurrency for Assembling Computer Music. | Carlos E. Marciano, Abilio Lucena, Felipe M. G. Frana, Luidi Gelabert Simonetti |
| 2019 | ISCAS | 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. Frana, Vladimir Castro Alves |
| 2018 | ESANN | Near-optimal facial emotion classification using a WiSARD-based weightless system. | Leopoldo Lusquino Filho, Felipe M. G. Frana, Priscila M. V. Lima |
| 2017 | ESANN | A neuro-symbolic approach to GPS trajectory classification. | Diego Carvalho, Felipe M. G. Frana, Raul Barbosa, Douglas de O. Cardoso |
| 2017 | ESANN | ELM vs. WiSARD: a performance comparison. | Luiz F. R. Oliveira, Felipe M. G. Frana |
| 2017 | SBAC-PAD | Towards a Dataflow Runtime Environment for Edge, Fog and In-Situ Computing. | Caio B. G. Carvalho, Victor da Cruz Ferreira, Felipe M. G. Frana, Cristiana Bentes, Tiago A. O. Alves, Alexandre da Costa Sena, Leandro A. J. Marzulo |
| 2017 | SBAC-PAD | Dataflow Programming for Stream Processing. | Marcos Paulo Rocha, Felipe M. G. Frana, Alexandre Solon Nery, Leandro Soares Guedes |
| 2016 | SAC | A GPU-based implementation for the gamma multiset rewriting paradigm. | Rubens H. P. de Almeida, Rui Rodrigues de Mello Junior, Gabriel Antoine Louis Paillard, Felipe M. G. Frana |
| 2015 | ESANN | A WiSARD-based multi-term memory framework for online tracking of objects. | Daniel Nascimento, Rafael Lima de Carvalho, Flix Mora-Camino, Priscila M. V. Lima, Felipe M. G. Frana |
| 2015 | SBAC-PAD | Exploiting Parallelism in Linear Algebra Kernels through Dataflow Execution. | Brunno F. Goldstein, Felipe M. G. Frana, Leandro A. J. Marzulo, Tiago A. O. Alves |
| 2015 | SBAC-PAD | A Parallel Implementation of Data Fusion Algorithm Using Gamma. | Rui Rodrigues de Mello Junior, Rubens H. P. de Almeida, Felipe M. G. Frana, Gabriel Antoine Louis Paillard |
| 2015 | SBAC-PAD | Graph Templates for Dataflow Programming. | Alexandre da Costa Sena, Eduardo S. Vaz, Felipe M. G. Frana, Leandro A. J. Marzulo, Tiago A. O. Alves |
| 2014 | ESANN | Credit analysis with a clustering RAM-based neural classifier. | Douglas de O. Cardoso, Danilo S. Carvalho, Daniel S. F. Alves, Diego Fonseca Pereira de Souza, Hugo C. C. Carneiro, Carlos Eduardo Pedreira, Priscila M. V. Lima, Felipe M. G. Frana |
| 2014 | ESANN | Online tracking of multiple objects using WiSARD. | Rafael Lima de Carvalho, Danilo S. Carvalho, Priscila M. V. Lima, Flix Mora-Camino, Felipe M. G. Frana |
| 2014 | ESANN | Extracting rules from DRASiW's "mental images". | Paulo Coutinho, Hugo C. C. Carneiro, Danilo S. Carvalho, Felipe M. G. Frana |
| 2014 | ESANN | Advances on Weightless Neural Systems. | Massimo De Gregorio, Felipe M. G. Frana, Priscila M. V. Lima, Wilson Rosa de Oliveira |
| 2014 | SBAC-PAD | A Minimalistic Dataflow Programming Library for Python. | Tiago A. O. Alves, Brunno F. Goldstein, Felipe M. G. Frana, Leandro A. J. Marzulo |
| 2013 | ESANN | WIPS: the WiSARD Indoor Positioning System. | Douglas de O. Cardoso, Joo Gama, Massimo De Gregorio, Felipe M. G. Frana, Maurizio Giordano, Priscila M. V. Lima |
| 2013 | ESANN | B-bleaching: Agile Overtraining Avoidance in the WiSARD Weightless Neural Classifier. | Danilo S. Carvalho, Hugo C. C. Carneiro, Felipe M. G. Frana, Priscila M. V. Lima |
| 2013 | ESANN | Dynamic Placement with Connectivity for RSNs based on a Primal-Dual Neural Network. | Rafael Lima de Carvalho, Lunlong Zhong, Felipe M. G. Frana, Flix Mora-Camino |
| 2013 | ICA3PP | A Reconfigurable Ray-Tracing Multi-Processor SoC with Hardware Replication-Aware Instruction Set Extension. | Alexandre Solon Nery, Nadia Nedjah, Felipe M. G. Frana, Lech Jzwiak, Henk Corporaal |
| 2012 | ESANN | Recognition of HIV-1 subtypes and antiretroviral drug resistance using weightless neural networks. | Caio Souza, Flavio Nobre, Priscila M. V. Lima, Robson Silva, Rodrigo Brindeiro, Felipe M. G. Frana |
| 2012 | ICCSA | The Effect of Intelligent Escape on Distributed SER-Based Search. | Daniel S. F. Alves, Felipe M. G. Frana, Luiza de Macedo Mourelle, Nadia Nedjah, Priscila M. V. Lima |
| 2011 | DSD | Hardware Reuse in Modern Application-Specific Processors and Accelerators. | Alexandre Solon Nery, Lech Jzwiak, Menno Lindwer, Mauro Cocco, Nadia Nedjah, Felipe M. G. Frana |
| 2011 | DSD | A Parallel Ray Tracing Architecture Suitable for Application-Specific Hardware and GPGPU Implementations. | Alexandre Solon Nery, Nadia Nedjah, Felipe M. G. Frana, Lech Jzwiak |
| 2011 | ESANN | Clustering data streams with weightless neural networks. | Douglas de O. Cardoso, Priscila M. V. Lima, Massimo De Gregorio, Joo Gama, Felipe M. G. Frana |
| 2011 | ICA3PP | Massively Parallel Identification of Intersection Points for GPGPU Ray Tracing. | Alexandre Solon Nery, Nadia Nedjah, Felipe M. G. Frana, Lech Jzwiak |
| 2010 | ICARCV | Movement persuit control of an offshore automated platform via a RAM-based neural network. | Horacio L. Frana, Joo Carlos Pereira da Silva, Omar Lengerke, Max Suell Dutra, Massimo De Gregorio, Felipe M. G. Frana |
| 2010 | IJCCI | WANN-Tagger - A Weightless Artificial Neural Network Tagger for the Portuguese Language. | Hugo C. C. Carneiro, Felipe M. G. Frana, Priscila M. V. Lima |
| 2010 | ISoLA | A Distributed Dynamics for WebGraph Decontamination. | Vanessa C. F. Gonalves, Priscila M. V. Lima, Nelson Maculan, Felipe M. G. Frana |
| 2010 | SBAC-PAD | TALM: A Hybrid Execution Model with Distributed Speculation Support. | Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe M. G. Frana, Vtor Santos Costa |
| 2009 | Networking | Two ID-Free Distributed Distance-2 Edge Coloring Algorithms for WSNs. | Andr C. Pinho, Alexandre A. Santos, Daniel R. Figueiredo, Felipe M. G. Frana |
| 2008 | ISDA | The Influence of Order on a Large Bag of Words. | Charles B. do Prado, Felipe M. G. Frana, Ramon Diacovo, Priscila Machado Vieira Lima |
| 2007 | ICIW | Pyndorama, Integrating Web Learning System in a Single Application. | Carlo E. T. de Oliveira, Livia M. Castro, Luiz G. L. Moura, Felipe M. G. Frana |
| 2006 | SBAC-PAD | A Speculative Trace Reuse Architecture with Reduced Hardware Requirements. | Maurcio L. Pilla, Bruce R. Childers, Amarildo T. da Costa, Felipe M. G. Frana, Philippe Olivier Alexandre Navaux |
| 2004 | OPODIS | A Novel Distributed Scheduling Algorithm for Resource Sharing Under Near-Heavy Load. | Diego Moreira de Araujo Carvalho, Fbio Protti, Massimo De Gregorio, Felipe M. G. Frana |
| 2003 | IWANN | NSP: A Neuro-symbolic Processor. | Ernesto Burattini, Massimo De Gregorio, Victor M. G. Ferreira, Felipe M. G. Frana |
| 2003 | SBAC-PAD | Applying Scheduling by Edge Reversal to Constraint Partitioning. | Marluce Rodrigues Pereira, Patrcia Kayser Vargas, Felipe M. G. Frana, Maria Clicia Stelling de Castro, Ins de Castro Dutra |
| 2003 | SBAC-PAD | The Limits of Speculative Trace Reuse on Deeply Pipelined Processors. | Maurcio L. Pilla, Amarildo T. da Costa, Felipe M. G. Frana, Bruce R. Childers, Mary Lou Soffa |
| 2001 | IWANN | AUTOWISARD: Unsupervised Modes for the WISARD. | Iuri Wickert, Felipe M. G. Frana |
| 2000 | IJCNN | Building Artificial CPGs with Asymmetric Hopfield Networks. | Felipe M. G. Frana, Zhijun Yang |
| 2000 | ISCAS | Implementation of overlapped block filtering using scheduling by edge reversal. | Charles B. do Prado, Paulo S. R. Diniz, Felipe M. G. Frana |
| 1999 | FCCM | An FPGA-Based Fan Beam Image Reconstruction Module. | Luiz Maltar, Felipe M. G. Frana, Vladimir Castro Alves, Cludio L. Amorim |
| 1999 | FPGA | Implementing an Artificial CPG Using Fine-Grain FPGAs. | Zhijun Yang, Felipe M. G. Frana |
| 1999 | OPODIS | Distributed Computing on Neighbourhood Constrained Systems. | Antonio Calabrese, Felipe M. G. Frana |
| 1998 | FCCM | Implementation of RNS Addition and RNS Multiplication into FPGAs. | Luiz Maltar, Felipe M. G. Frana, Vladimir Castro Alves, Cludio L. Amorim |
| 1986 | MICRO | Design and realization of MLM: a multilingual machine. | Felipe M. G. Frana, Nelson Q. Vasconcelos, Edil S. T. Fernandes |