Executed Movement Using EEG Signals through a Naive Bayes Classifier. - Juliano Machado; Alexandre Balbinot (Micromachines, 2014)

Smoothed arg max Extreme Learning Machine: An Alternative to Avoid Classification Ripple in sEMG Signals. - Vinicius Horn Cene; Juliano Machado; Alexandre Balbinot (EMBC, 2019)

Recurrent Neural Network as Estimator for a Virtual sEMG Channel. - Juliano C. Machado; Vinicius H. Cene; Alexandre Balbinot (EMBC, 2019)

Open Database for Accurate Upper-Limb Intent Detection Using Electromyography and Reliable Extreme Learning Machines. - Vinicius Horn Cene; Maurício Cagliari Tosin; Juliano Machado; Alexandre Balbinot (Sensors, 2019)

Recurrent Neural Network for Contaminant Type Detector in Surface Electromyography Signals. - Juliano Machado; Maurício Cagliari Tosin; Leia B. Bagesteiro; Alexandre Balbinot (EMBC, 2020)

Deep learning for surface electromyography artifact contamination type detection. - Juliano Machado; Amauri Machado; Alexandre Balbinot (Biomed. Signal Process. Control., 2021)

sEMG-Based Upper Limb Movement Classifier: Current Scenario and Upcoming Challenges. - Maurício Cagliari Tosin; Juliano C. Machado; Alexandre Balbinot (J. Artif. Intell. Res., 2022)

FASS-ECG: A FHIR Cloud API to Enable Streaming and Storage of Continuous 12-leads ECGs. - Cássio Ribeiro Pereira; Acssa Passos Sousa; Fábio P. Itturriet; Juliano C. Machado; André Luís Del Mestre Martins (CBMS, 2023)