Diogo C. Soriano

Comparative analysis of strategies for feature extraction and classification in SSVEP BCIs

Sarah N. Carvalho, Thiago Bulhões da Silva Costa, Luisa Fernanda Suárez Uribe et al. · Biomedical Signal Processing and Control · 2015 · 87 citations · Full text

Image Analysis, Machine Learning, Data Science +14

Chaos-based communication systems in non-ideal channels

Marcio Eisencraft, Renato D. Fanganiello, J.M.V. Grzybowski et al. · Communications in Nonlinear Science and Numerical Simulation · 2011 · 50 citations

High-dimensional Chaos, Chaos Theory, Chaotic Mixing +1

Machine learning enables noninvasive prediction of atrial fibrillation driver location and acute pulmonary vein ablation success using the 12-lead ECG

Giorgio Luongo, Luca Azzolin, Steffen Schuler et al. · Cardiovascular Digital Health Journal · 2021 · 46 citations · Full text

A method for Lyapunov spectrum estimation using cloned dynamics and its application to the discontinuously-excited FitzHugh–Nagumo model

Diogo C. Soriano, Filipe Ieda Fazanaro, Ricardo Suyama et al. · Nonlinear Dynamics · 2011 · 45 citations

Nonlinear System Identification, Lyapunov Spectrum Estimation, Lyapunov Analysis +2

Space-time recurrences for functional connectivity evaluation and feature extraction in motor imagery brain-computer interfaces

Paula G. Rodrigues, Carlos Alberto Stefano Filho, Romis Attux et al. · Medical & Biological Engineering & Computing · 2019 · 44 citations

Braincomputer Interface, Feature Extraction, Brain Mapping +16