Igor D. S. Miranda

23 papers A 1B 5Misc 1Journal 10Unranked 6

Year	Rank	Type	Title / Venue / Authors
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	B	`conf`	Hybrid Weightless Neural Networks for Efficient Edge Inference. FPL Mugdha P. Jadhao, Alan T. L. Bacellar, Shashank Nag, Igor D. S. Miranda, Felipe M. G. França, Lizy K. John
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
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	J	`jnl`	Accelerometer-Based Bed Occupancy Detection for Automatic, Non-Invasive Long-Term Cough Monitoring. IEEE Access Madhurananda Pahar, Igor D. S. Miranda, Andreas H. Diacon, Thomas Niesler
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	J	`jnl`	Accelerometer-based Bed Occupancy Detection for Automatic, Non-invasive Long-term Cough Monitoring. CoRR Madhurananda Pahar, Igor D. S. Miranda, Andreas H. Diacon, Thomas Niesler
2022	J	`jnl`	Automatic Non-Invasive Cough Detection based on Accelerometer and Audio Signals. J. Signal Process. Syst. Madhurananda Pahar, Igor D. S. Miranda, Andreas H. Diacon, Thomas Niesler
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	—	`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	J	`jnl`	Automatic non-invasive Cough Detection based on Accelerometer and Audio Signals. CoRR Madhurananda Pahar, Igor D. S. Miranda, Andreas H. Diacon, Thomas Niesler
2021	Misc	`conf`	Deep Neural Network Based Cough Detection Using Bed-Mounted Accelerometer Measurements. ICASSP Madhurananda Pahar, Igor D. S. Miranda, Andreas H. Diacon, Thomas Niesler
2021	J	`jnl`	Deep Neural Network based Cough Detection using Bed-mounted Accelerometer Measurements. CoRR Madhurananda Pahar, Igor D. S. Miranda, Andreas H. Diacon, Thomas Niesler
2021	—	`conf`	Machine Learning Prediction of Hospitalization due to COVID-19 based on Self-Reported Symptoms: A Study for Brazil. BHI Igor D. S. Miranda, Gildeberto Cardoso, Madhurananda Pahar, Gabriel Oliveira, Thomas Niesler
2020	J	`jnl`	An FPGA-Oriented FFT Algorithm for Sigma-Delta Signals. Circuits Syst. Signal Process. Igor D. S. Miranda, Antonio C. de C. Lima
2019	—	`conf`	A Comparative Study of Features for Acoustic Cough Detection Using Deep Architectures. EMBC Igor D. S. Miranda, Andreas H. Diacon, Thomas R. Niesler