Igor D. S. Miranda

According to our database, Igor D. S. Miranda authored at least 20 papers between 2009 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Weightless Neural Networks on Flexible Substrates: A Novel Approach to Wearable Machine Learning.

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

IEEE Trans. Very Large Scale Integr. Syst., February, 2026

2025

Hybrid Weightless Neural Networks for Efficient Edge Inference.

Mugdha P. Jadhao, Alan T. L. Bacellar, Shashank Nag, Igor D. S. Miranda, Felipe M. G. França, Lizy K. John

Proceedings of the 35th International Conference on Field-Programmable Logic and Applications, 2025

2024

LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA.

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

Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024

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

Accelerometer-Based Bed Occupancy Detection for Automatic, Non-Invasive Long-Term Cough Monitoring.

Madhurananda Pahar, Igor D. S. Miranda, Andreas H. Diacon, Thomas Niesler

IEEE Access, 2023

Dendrite-inspired Computing to Improve Resilience of Neural Networks to Faults in Emerging Memory Technologies.

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

Proceedings of the IEEE International Conference on Rebooting Computing, 2023

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, Maurício Breternitz, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John

Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

COIN: Combinational Intelligent Networks.

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

Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023

2022

Automatic Non-Invasive Cough Detection based on Accelerometer and Audio Signals.

Madhurananda Pahar, Igor D. S. Miranda, Andreas H. Diacon, Thomas Niesler

J. Signal Process. Syst., 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

Deep Neural Network Based Cough Detection Using Bed-Mounted Accelerometer Measurements.

Madhurananda Pahar, Igor D. S. Miranda, Andreas H. Diacon, Thomas Niesler

Proceedings of the IEEE International Conference on Acoustics, 2021

Machine Learning Prediction of Hospitalization due to COVID-19 based on Self-Reported Symptoms: A Study for Brazil.

Igor D. S. Miranda, Gildeberto Cardoso, Madhurananda Pahar, Gabriel Oliveira, Thomas Niesler

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

An FPGA-Oriented FFT Algorithm for Sigma-Delta Signals.

Igor D. S. Miranda, Antonio C. de C. Lima

Circuits Syst. Signal Process., 2020

2019

A Comparative Study of Features for Acoustic Cough Detection Using Deep Architectures.

Igor D. S. Miranda, Andreas H. Diacon, Thomas R. Niesler

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2009

ASIC design of a novel high performance neuroprocessor architecture for multi layered perceptron networks.

Igor Dantas dos Santos Miranda, Ana Isabela Araújo Cunha

Proceedings of the 22st Annual Symposium on Integrated Circuits and Systems Design: Chip on the Dunes, 2009