Priscila M. V. Lima

68 papers A 1B 21C 4Misc 2Journal 26Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips. CoRR Alan T. L. Bacellar, Sathvik Chemudupati, Shashank Nag, Allison Seigler, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John
2026	J	`jnl`	Weightless Neural Networks on Flexible Substrates: A Novel Approach to Wearable Machine Learning. IEEE Trans. Very Large Scale Integr. Syst. Igor D. S. Miranda, Velu Pillai, Tejas Musale, Mugdha P. Jadhao, Paulo C. R. Souza Neto, Zachary Susskind, Alan T. L. Bacellar, Mael Lhostis, Priscila M. V. Lima, Diego L. C. Dutra, Eugene B. John, Maurício Breternitz, Felipe M. G. França, Emre Ozer, Lizy K. John
2025	J	`jnl`	LL-ViT: Edge Deployable Vision Transformers with Look Up Table Neurons. CoRR Shashank Nag, Alan T. L. Bacellar, Zachary Susskind, Anshul Jha, Logan Liberty, Aishwarya Sivakumar, Eugene B. John, Krishnan Kailas, Priscila M. V. Lima, Neeraja J. Yadwadkar, Felipe M. G. França, Lizy K. John
2025	J	`jnl`	Single-Round Scalable Analytic Federated Learning. CoRR Alan T. L. Bacellar, Mustafa Munir, Felipe M. G. França, Priscila M. V. Lima, Radu Marculescu, Lizy K. John
2025	J	`jnl`	nanoML for Human Activity Recognition. CoRR Alan T. L. Bacellar, Mugdha P. Jadhao, Shashank Nag, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John
2024	J	`jnl`	Differentiable Weightless Neural Networks. CoRR Alan T. L. Bacellar, Zachary Susskind, Maurício Breternitz Jr., Eugene John, Lizy K. John, Priscila M. V. Lima, Felipe M. G. França
2024	J	`jnl`	Emissions Reporting Maturity Model: supporting cities to leverage emissions-related processes through performance indicators and artificial intelligence. CoRR Victor de A. Xavier, Felipe M. G. França, Priscila M. V. Lima
2024	J	`jnl`	Emissions Reporting Maturity Model: supporting cities to leverage emissions-related processes through performance indicators and artificial intelligence. RAIRO Oper. Res. Victor de A. Xavier, Felipe M. G. França, Priscila M. V. Lima
2024	—	`conf`	LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA. MWSCAS Shashank Nag, Zachary Susskind, Aman Arora, Alan T. L. Bacellar, Diego L. C. Dutra, Igor D. S. Miranda, Krishnan Kailas, Eugene B. John, Maurício Breternitz, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John
2024	J	`jnl`	Shrinking the Giant : Quasi-Weightless Transformers for Low Energy Inference. CoRR Shashank Nag, Alan T. L. Bacellar, Zachary Susskind, Anshul Jha, Logan Liberty, Aishwarya Sivakumar, Eugene B. John, Krishnan Kailas, Priscila M. V. Lima, Neeraja J. Yadwadkar, Felipe M. G. França, Lizy K. John
2024	B	`conf`	Soon Filter: Advancing Tiny Neural Architectures for High Throughput Edge Inference. IJCNN Alan T. L. Bacellar, Zachary Susskind, Maurício Breternitz, Lizy K. John, Felipe M. G. França, Priscila M. V. Lima
2023	J	`jnl`	A conditional branch predictor based on weightless neural networks. Neurocomputing 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
2023	A	`conf`	An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection. FPGA Zachary Susskind, Aman Arora, Alan T. L. Bacellar, Diego Leonel Cadette Dutra, Igor D. S. Miranda, Maurício Breternitz, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John
2023	—	`conf`	COIN: Combinational Intelligent Networks. ASAP Igor D. S. Miranda, Aman Arora, Zachary Susskind, Josias S. A. Souza, Mugdha P. Jadhao, Luis A. Q. Villon, Diego L. C. Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
2023	—	`conf`	Dendrite-inspired Computing to Improve Resilience of Neural Networks to Faults in Emerging Memory Technologies. ICRC Lizy K. John, Felipe M. G. França, Subhasish Mitra, Zachary Susskind, Priscila M. V. Lima, Igor D. S. Miranda, Eugene B. John, Diego L. C. Dutra, Maurício Breternitz
2023	J	`jnl`	ULEEN: A Novel Architecture for Ultra Low-Energy Edge Neural Networks. CoRR 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
2023	J	`jnl`	ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks. ACM Trans. Archit. Code Optim. 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
2022	B	`conf`	A WiSARD-based conditional branch predictor. ESANN 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
2022	B	`conf`	Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks. ESANN 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
2022	J	`jnl`	Functional gradient descent for Neurocomputing Rafael Fontella Katopodis, Priscila M. V. Lima, Felipe M. G. França
2022	—	`conf`	LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks. ASAP 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
2022	B	`conf`	Pruning Weightless Neural Networks. ESANN 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
2022	B	`conf`	Weightless Neural Networks for Efficient Edge Inference. PACT 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
2021	—	`conf`	LCAD - UFES at FakeDeS 2021: Fake News Detection Using Named Entity Recognition and Part-of-Speech Sequences. IberLEF@SEPLN Marcos A. Spalenza, Leopoldo Lusquino Filho, Felipe M. G. França, Priscila M. V. Lima, Elias de Oliveira
2021	J	`jnl`	Mapping a logical representation of TSP to quantum annealing. Quantum Inf. Process. Carla Silva, Ana Aguiar, Priscila M. V. Lima, Inês Dutra
2020	B	`conf`	A weightless regression system for predicting multi-modal empathy. FG Leopoldo A. D. Lusquino Filho, Luiz F. R. Oliveira, Hugo C. C. Carneiro, Gabriel P. Guarisa, Aluizio Lima Filho, Felipe M. G. França, Priscila M. V. Lima
2020	J	`jnl`	Cost-effective, Energy-efficient, and Scalable Storage Computing for Large-scale AI Applications. ACM Trans. Storage 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
2020	B	`conf`	Detection of elementary particles with the WiSARD n-tuple classifier. ESANN Pedro Xavier, Massimo De Gregorio, Felipe M. G. França, Priscila M. V. Lima
2020	J	`jnl`	Extending the weightless WiSARD classifier for regression. Neurocomputing Leopoldo Lusquino Filho, Luiz F. R. Oliveira, Aluizio Lima Filho, Gabriel P. Guarisa, Lucca M. Felix, Priscila M. V. Lima, Felipe M. G. França
2020	B	`conf`	Fast Deep Neural Networks Convergence using a Weightless Neural Model. ESANN Alan T. L. Bacellar, Brunno F. Goldstein, Victor da Cruz Ferreira, Leandro Santiago, Priscila M. V. Lima, Felipe M. G. França
2020	B	`conf`	Interpretation of Model Agnostic Classifiers via Local Mental Images. ESANN Aluizio Lima Filho, Gabriel P. Guarisa, Leopoldo Lusquino Filho, Luiz F. R. Oliveira, Carlos Alberto Nunes Cosenza, Felipe M. G. França, Priscila M. V. Lima
2020	J	`jnl`	Mapping graph coloring to quantum annealing. Quantum Mach. Intell. Carla Silva, Ana Aguiar, Priscila M. V. Lima, Inês Dutra
2020	—	`conf`	Regression WiSARD application of controller on DC STATCOM converter under fault conditions. IPDPS Workshops Raphael N. C. B. Rocha, Leopoldo Lusquino Filho, Mauricio Aredes, Felipe M. G. França, Priscila M. V. Lima
2020	C	`conf`	Using NER + ML to Automatically Detect Fake News. ISDA Marcos A. Spalenza, Elias de Oliveira, Leopoldo Lusquino Filho, Priscila M. V. Lima, Felipe M. G. França
2020	—	`conf`	Weightless Neural Networks Applied to Nonintrusive Load Monitoring. IPDPS Workshops Guilherme C. De Lello, Juliano F. Caldeira, Mauricio Aredes, Felipe M. G. França, Priscila M. V. Lima
2020	J	`jnl`	Weightless Neural Networks as Memory Segmented Bloom Filters. Neurocomputing 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
2020	J	`jnl`	wisardpkg - A library for WiSARD-based models. CoRR Aluizio S. Lima Filho, Gabriel P. Guarisa, Leopoldo Lusquino Filho, Luiz F. R. Oliveira, Felipe M. G. França, Priscila M. V. Lima
2019	—	`conf`	Action Units Classification Using ClusWiSARD. ICANN (3) Leopoldo Lusquino Filho, Gabriel Antoine Louis Paillard, Luiz F. R. Oliveira, Aluizio Lima Filho, Felipe M. G. França, Priscila M. V. Lima
2019	C	`conf`	Sensor Data Prediction techniques for nodes in IoT (poster). FUSION Luis Filipe Kopp, Gabriel Martins de Oliveira Costa, Claudio M. de Farias, Priscila M. V. Lima, Luiz F. R. C. Carmo
2019	J	`jnl`	The Exact VC Dimension of the WiSARD n-Tuple Classifier. Neural Comput. Hugo C. C. Carneiro, Carlos Eduardo Pedreira, Felipe M. G. França, Priscila M. V. Lima
2018	B	`conf`	Near-optimal facial emotion classification using a WiSARD-based weightless system. ESANN Leopoldo Lusquino Filho, Felipe M. G. França, Priscila M. V. Lima
2018	B	`conf`	Weightless Neural Network for High Frequency Trading. IJCNN Samara A. Alves, Wouter Caarls, Priscila M. V. Lima
2017	J	`jnl`	A universal multilingual weightless neural network tagger via quantitative linguistics. Neural Networks Hugo C. C. Carneiro, Carlos Eduardo Pedreira, Felipe M. G. França, Priscila M. V. Lima
2017	—	`conf`	Evaluating weightless neural networks for bias identification on news. ICNSC Rafael Dutra Cavalcanti, Priscila M. V. Lima, Massimo De Gregorio, Daniel Sadoc Menasché
2017	J	`jnl`	Prescription of rhythmic patterns for legged locomotion. Neural Comput. Appl. Zhijun Yang, Daqiang Zhang, Marlon Rocha, Priscila M. V. Lima, Mehmet Karamanoglu, Felipe M. G. França
2017	C	`conf`	Q-SATyrus: Mapping Neuro-symbolic Reasoning into an Adiabatic Quantum Computer. NeSy Priscila M. V. Lima
2016	J	`jnl`	Financial credit analysis via a clustering weightless neural classifier. Neurocomputing 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. França
2016	B	`conf`	Semi-Supervised Classification of Social Textual Data Using WiSARD. ESANN Fábio Medeiros Rangel, Fabrício Firmino de Faria, Priscila M. V. Lima, Jonice Oliveira
2015	B	`conf`	A WiSARD-based multi-term memory framework for online tracking of objects. ESANN Daniel Nascimento, Rafael Lima de Carvalho, Félix Mora-Camino, Priscila M. V. Lima, Felipe M. G. França
2015	J	`jnl`	Multilingual part-of-speech tagging with weightless neural networks. Neural Networks Hugo C. C. Carneiro, Felipe M. G. França, Priscila M. V. Lima
2015	Misc	`conf`	Real-Time Music Tracking Based on a Weightless Neural Network. CISIS Diego Fonseca Pereira de Souza, Felipe Maia Galvão França, Priscila M. V. Lima
2014	J	`jnl`	A hyperbolic smoothing approach to the Multisource Weber problem. J. Glob. Optim. Vinicius Layter Xavier, Felipe M. G. França, Adilson Elias Xavier, Priscila M. V. Lima
2014	B	`conf`	A legged central pattern generation model for autonomous gait transition. IJCNN Zhijun Yang, Marlon Rocha, Priscila M. V. Lima, Mehmet Karamanoglu, Felipe Maia Galvão França
2014	B	`conf`	Advances on Weightless Neural Systems. ESANN Massimo De Gregorio, Felipe M. G. França, Priscila M. V. Lima, Wilson Rosa de Oliveira
2014	B	`conf`	Credit analysis with a clustering RAM-based neural classifier. ESANN 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. França
2014	B	`conf`	Online tracking of multiple objects using WiSARD. ESANN Rafael Lima de Carvalho, Danilo S. Carvalho, Priscila M. V. Lima, Félix Mora-Camino, Felipe M. G. França
2013	B	`conf`	B-bleaching: Agile Overtraining Avoidance in the WiSARD Weightless Neural Classifier. ESANN Danilo S. Carvalho, Hugo C. C. Carneiro, Felipe M. G. França, Priscila M. V. Lima
2013	B	`conf`	WIPS: the WiSARD Indoor Positioning System. ESANN Douglas de O. Cardoso, João Gama, Massimo De Gregorio, Felipe M. G. França, Maurizio Giordano, Priscila M. V. Lima
2012	—	`conf`	A Dynamic Binding Mechanism for Retrieving and Unifying Complex Predicate-Logic Knowledge. ICANN (1) Gadi Pinkas, Priscila M. V. Lima, Shimon Cohen
2012	B	`conf`	Recognition of HIV-1 subtypes and antiretroviral drug resistance using weightless neural networks. ESANN Caio Souza, Flavio Nobre, Priscila M. V. Lima, Robson Silva, Rodrigo Brindeiro, Felipe M. G. França
2012	—	`conf`	The Effect of Intelligent Escape on Distributed SER-Based Search. ICCSA (1) Daniel S. F. Alves, Felipe M. G. França, Luiza de Macedo Mourelle, Nadia Nedjah, Priscila M. V. Lima
2011	B	`conf`	Clustering data streams with weightless neural networks. ESANN Douglas de O. Cardoso, Priscila M. V. Lima, Massimo De Gregorio, João Gama, Felipe M. G. França
2011	C	`conf`	Compact Crossbar Variable Binding for Neuro-Symbolic Computation. NeSy Gadi Pinkas, Priscila M. V. Lima, Shimon Cohen
2010	—	`conf`	A Distributed Dynamics for WebGraph Decontamination. ISoLA (1) Vanessa C. F. Gonçalves, Priscila M. V. Lima, Nelson Maculan, Felipe M. G. França
2010	J	`jnl`	Producing pattern examples from "mental" images. Neurocomputing Bruno P. A. Grieco, Priscila M. V. Lima, Massimo De Gregorio, Felipe M. G. França
2010	—	`conf`	WANN-Tagger - A Weightless Artificial Neural Network Tagger for the Portuguese Language. IJCCI (ICFC-ICNC) Hugo C. C. Carneiro, Felipe M. G. França, Priscila M. V. Lima
2008	Misc	`conf`	Hardware Supported Synchronization Primitives for Clusters. PDPTA Alberto Ferreira de Souza, Sotério Ferreira de Souza, Claudio Luis de Amorim, Priscila M. V. Lima, Peter Rounce
2004	—	`conf`	Um Ambiente para Modelagem Organizacional Baseado em Regras de Negócio. SBSI Felipe G. Dias, Gisele P. Morgado, Alissandra E. Martins, Célia M. Seabra, Denis Silva da Silveira, Antonio J. Alencar, Priscila M. V. Lima, Eber A. Schmitz