ASIC design of a novel high performance neuroprocessor architecture for multi layered perceptron networks. - Igor Dantas dos Santos Miranda; Ana Isabela Araújo Cunha (SBCCI, 2009)

A Comparative Study of Features for Acoustic Cough Detection Using Deep Architectures. - Igor D. S. Miranda; Andreas H. Diacon; Thomas R. Niesler (EMBC, 2019)

An FPGA-Oriented FFT Algorithm for Sigma-Delta Signals. - Igor D. S. Miranda; Antonio C. de C. Lima (Circuits Syst. Signal Process., 2020)

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 (BHI, 2021)

Deep Neural Network Based Cough Detection Using Bed-Mounted Accelerometer Measurements. - Madhurananda Pahar; Igor D. S. Miranda; Andreas H. Diacon; Thomas Niesler (ICASSP, 2021)

Weightless Neural Networks for Efficient Edge Inference. - Zachary Susskind; Aman Arora 001; 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 (PACT, 2022)

LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks. - Igor D. S. Miranda; Aman Arora 001; 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 (ASAP, 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 (ESANN, 2022)

Pruning Weightless Neural Networks. - Zachary Susskind; Alan T. L. Bacellar; Aman Arora 001; 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 (ESANN, 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 (ESANN, 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)

COIN: Combinational Intelligent Networks. - Igor D. S. Miranda; Aman Arora 001; 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 (ASAP, 2023)

An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection. - Zachary Susskind; Aman Arora 001; 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 (FPGA, 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 (ICRC, 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)

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, 2023)

ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks. - Zachary Susskind; Aman Arora 001; 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., 2023)

LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA. - Shashank Nag; Zachary Susskind; Aman Arora 001; 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 (MWSCAS, 2024)