Romis Attux

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

An extended echo state network using Volterra filtering and principal component analysis

Levy Boccato, Amauri Lopes, Romis Attux et al. · Neural Networks · 2012 · 62 citations

Volterra Filtering, Engineering, Systems Engineering +7

Can graph metrics be used for EEG-BCIs based on hand motor imagery?

Carlos Alberto Stefano Filho, Romis Attux, Gabriela Castellano · Biomedical Signal Processing and Control · 2017 · 62 citations

Neurorehabilitation, Medicine, Eeg Signal Processing +11

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

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