Diogo C. Soriano

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 15

Top Topics

Feature Extraction

Atrial Fibrillation

Lyapunov Exponents

Top Venues

Commun. Nonlinear Sci. Numer. Simul.

IEEE Trans. Biomed. Eng.

Biomed. Signal Process. Control.

Publications

Giorgio Luongo, Steffen Schuler, Armin Luik, Tiago P. Almeida, Diogo C. Soriano, Olaf Dössel, Axel Loewe
Non-Invasive Characterization of Atrial Flutter Mechanisms Using Recurrence Quantification Analysis on the ECG: A Computational Study. IEEE Trans. Biomed. Eng. 68 (3) (2021)
Paula G. Rodrigues, Carlos Alberto Stefano Filho, André K. Takahata, Ricardo Suyama, Romis Attux, Gabriela Castellano, João Ricardo Sato, Slawomir J. Nasuto, Diogo C. Soriano
Can Dynamic Functional Connectivity Be Used to Distinguish Between Resting-State and Motor Imagery in EEG-BCIs? COMPLEX NETWORKS (2021)
Tiago P. Almeida, Diogo C. Soriano, Michela Masè, Flavia Ravelli, Arthur S. Bezerra, Xin Li, Gavin S. Chu, João Salinet, Peter J. Stafford, G. André Ng, Fernando S. Schlindwein, Takashi Yoneyama
Unsupervised Classification of Atrial Electrograms for Electroanatomic Mapping of Human Persistent Atrial Fibrillation. IEEE Trans. Biomed. Eng. 68 (4) (2021)
Tiago P. Almeida, Mark Nothstein, Xin Li, Michela Masè, Flavia Ravelli, Diogo C. Soriano, Arthur S. Bezerra, Fernando S. Schlindwein, Takashi Yoneyama, Olaf Dössel, G. André Ng, Axel Loewe
Phase Singularities in a Cardiac Patch Model With a Non-conductive Fibrotic Area During Atrial Fibrillation. CinC (2020)
Arthur S. Bezerra, Takashi Yoneyama, Diogo C. Soriano, Giorgio Luongo, Xin Li, Flavia Ravelli, Michela Masè, Gavin S. Chu, Peter J. Stafford, Fernando S. Schlindwein, G. André Ng, Tiago P. Almeida
Optimizing Atrial Electrogram Classification Based on Local Ablation Outcome in Human Atrial Fibrillation. CinC (2020)
Giorgio Luongo, Luca Azzolin, Massimo Walter Rivolta, Tiago P. Almeida, Juan Pablo Martínez, Diogo C. Soriano, Olaf Dössel, Roberto Sassi, Pablo Laguna, Axel Loewe
Machine Learning to Find Areas of Rotors Sustaining Atrial Fibrillation From the ECG. CinC (2020)
Tiago P. Almeida, Laura A. Unger, Diogo C. Soriano, Xin Li, Olaf Dössel, Takashi Yoneyama, Axel Loewe
Recurrence Quantification Analysis for Investigating Atrial Fibrillation Dynamics in a Heterogeneous Simulation Setup. EMBC (2019)
Paula G. Rodrigues, Carlos Alberto Stefano Filho, Romis Attux, Gabriela Castellano, Diogo C. Soriano
Space-time recurrences for functional connectivity evaluation and feature extraction in motor imagery brain-computer interfaces. Medical Biol. Eng. Comput. 57 (8) (2019)
Tiago Paggi de Almeida, Diogo C. Soriano, Xin Li, Gavin S. Chu, João Loures Salinet Jr., Fernando S. Schlindwein, Peter J. Stafford, G. André Ng, Takashi Yoneyama
Unsupervised k-Mean Classification of Atrial Electrograms From Human Persistent Atrial Fibrillation. CinC (2018)
Diogo C. Soriano, Odair V. dos Santos, Ricardo Suyama, Filipe I. Fazanaro, Romis Attux
Conditional Lyapunov exponents and transfer entropy in coupled bursting neurons under excitation and coupling mismatch. Commun. Nonlinear Sci. Numer. Simul. 56 (2018)
Marcio Eisencraft, Luiz H. A. Monteiro, Diogo C. Soriano
White Gaussian Chaos. IEEE Commun. Lett. 21 (8) (2017)
Filipe I. Fazanaro, Diogo C. Soriano, Ricardo Suyama, Marconi K. Madrid, José Raimundo de Oliveira, Ignacio Bravo Muñoz, Romis Attux
Numerical characterization of nonlinear dynamical systems using parallel computing: The role of GPUs approach. Commun. Nonlinear Sci. Numer. Simul. 37 (2016)
Renato Candido, Diogo C. Soriano, Magno T. M. Silva, Marcio Eisencraft
Do chaos-based communication systems really transmit chaotic signals? Signal Process. 108 (2015)
Sarah N. Carvalho, Thiago B. S. Costa, Luisa F. S. Uribe, Diogo C. Soriano, Glauco F. G. Yared, Luís C. Coradine, Romis Attux
Comparative analysis of strategies for feature extraction and classification in SSVEP BCIs. Biomed. Signal Process. Control. 21 (2015)
Sarah N. Carvalho, Thiago B. S. Costa, Luisa F. S. Uribe, Diogo C. Soriano, Sara R. M. Almeida, Li L. Min, Gabriela Castellano, Romis Attux
Effect of the combination of different numbers of flickering frequencies in an SSVEP-BCI for healthy volunteers and stroke patients. NER (2015)
Diogo C. Soriano, Romis Ribeiro Faissol Attux, Ricardo Suyama, João Marcos Travassos Romano
Searching for Specific periodic and Chaotic oscillations in a periodically-excited Hodgkin-Huxley Model. Int. J. Bifurc. Chaos 22 (1) (2012)
Levy Boccato, Diogo C. Soriano, Romis Attux, Fernando J. Von Zuben
Performance analysis of nonlinear echo state network readouts in signal processing tasks. IJCNN (2012)
Levy Boccato, Everton S. Soares, Marcos M. L. P. Fernandes, Diogo C. Soriano, Romis Attux
Unorganized Machines: From Turing's Ideas to Modern Connectionist Approaches. Int. J. Nat. Comput. Res. 2 (4) (2011)
Diogo C. Soriano, Ricardo Suyama, Romis Ribeiro Faissol Attux
Blind extraction of chaotic sources from mixtures with stochastic signals based on recurrence quantification analysis. Digit. Signal Process. 21 (3) (2011)
Diogo C. Soriano, Romis Attux, João M. T. Romano, Murilo Bellezoni Loiola, Ricardo Suyama
Denoising chaotic time series using an evolutionary state estimation approach. CICA (2011)
Diogo C. Soriano, Ricardo Suyama, Romis Ribeiro Faissol Attux
Blind Extraction of Chaotic Sources from White Gaussian Noise Based on a Measure of Determinism. ICA (2009)