Dr, Professor
Programa de Engenharia Biomédica Universidade Federal do ABC homepage: www.diogosoriano.com Email: diogo.soriano@ufabc.edu.br Sala 335, Bloco Delta, São Bernardo do Campo
Tel: (11) 2320-6342 (R.6342) – sala
Curriculum Vitae: Lattes
Formação Acadêmica
- Pós-Doutorado em Engenharia Elétrica (subárea: Automação), Universidade Estadual de Campinas (UNICAMP), 2012.
- Doutorado em Engenharia Elétrica (subárea: Automação), Universidade Estadual de Campinas (UNICAMP), 2011
- Mestrado em Engenharia Elétrica (subárea: Engenharia Biomédica), Universidade Estadual de Campinas (UNICAMP), 2007
- Graduação em Engenharia Elétrica, Universidade Estadual de Campinas (UNICAMP), 2004
Linhas de Pesquisa
- Processamento de sinais Biomédicos, em especial, desenvolvimento de estratégias para a construção de interfaces cérebro-máquina (BCI);
- Reconhecimento de padrões em sinais de EEG e EMG para controle de dispositivos externos;
- Modelamento de sistemas biológicos (neuronais e cardíacos);
- Análise de estabilidade e controle de dinâmicas não-lineares com ênfase em dinâmicas caóticas;
- Análise de séries temporais e análise por quantificação de recorrência aplicados a sinais biomédicos;
- Simulação analógica de dinâmicas neuronais;
Publicações em destaque
- Fazanaro FI, Soriano DC, Suyama R, Madrid MK, Oliveira JR, Munoz IB, Attux R. Numerical Characterization of Nonlinear Dynamical Systems Using Parallel Computing: The Role of GPU Approach. Communication in Nonlinear Science and Numerical Simulation, v. 37, p. 147-162, 2016.
- Carvalho SN, Bulhões TBS, Uribe LFS, Soriano DC, Yared GFG, Coradine LC, Attux R. Comparative Analysis of Strategies for feature Extraction and Classification in SSVEP BCIs. Biomedical Signal Processing and Control, v. 21, p. 34-43, 2015;
- Candido R, Soriano DC, Silva MTM, Eisencraft M. Do chaos-based communication systems really transmit chaotic signals? Signal Processing, v. 108, p. 412-420, 2015.
- Uribe LFS, Fazanaro FI, Castellano G, Suyama R, Attux R, Cardozo E, Soriano DC. A Recurrence-Based Approach for Feature Extraction in Brain-Computer Interface Systems, In: Marwan N, Riley M, Giuliani A, Webber Jr CL. (Org.). Springer Proceedings in Mathematics & Statistics, v. 103, p. 95-107, 2014.
- Uribe LFS, Cardozo E, Attux R, Soriano DC. An implementation of SSVEP-BCI system based on a cluster measure for feature selection. In: Proceedings of the 5th IEEE Biosignals and Biorobotics Conference, Salvador – Brazil, 2014.
- Fazanaro FI, Soriano DC, Suyama R, Attux R, Madrid MK, Oliveira JR. Characterization of multiscroll attractors using Lyapunov exponents and Lagrangian coherent structures. Chaos, v. 23, p. 023105, 2013;
- Soriano DC, Suyama R, Ando RA, Attux R, Duarte LT. Blind source separation in the context of deterministic signals. In: Eisencraft M, Suyama R, Attux R (Org.). Chaotic Signals in Digital Communications. CRC Press, p. 193-213, 2013.
- Soriano DC et al., Music versus Motor Imagery for BCI systems. A study using fMRI and EEG: preliminary results. In: Proceedings of the 4th IEEE Biosignals and Biorobotics Conference, Rio de Janeiro – Brazil, 2013.
- Soriano DC et al. Proposal and analysis of a FitzHugh-Nagumo neuronal circuit. In: Proceedings of the 3th IFAC Chaos Conference, Cancún – Mexico, 2012.
- Soriano DC, Attux R, Suyama R, Romano JMT. Searching for specific periodic and chaotic oscillations in a periodically-excited Hodgkin-Huxley model. International Journal of Bifurcation and Chaos, v. 22, p. 1230006-1, 2012;
- Soriano DC, Nadalin EZ, Suyama R, Romano JMT, Attux R. Chaotic convergence of the decision-directed blind equalization algorithm. Communication in Nonlinear Science & Numerical Simulation, v. 17, p. 5097-5109, 2012.
- Eisencraft M, Fanganiello RD, Grzybowski JMV, Soriano DC, Attux R, Batista AM, Macau EEN, Monteiro LHA, Romano JMT, Suyama R, Yoneyama T. Chaos-Based Communication System in Non-Ideal Channels. Communication in Nonlinear Science & Numerical Simulation, v. 17, p. 4707-4718, 2012.
- Soriano DC, Fazanaro FI, Suyama R, Oliveira JR, Attux R, Madrid MK. A Method for Lyapunov Spectrum Estimation Using Cloned Dynamics and Its Aplication to the Discontinuously-Excited FitzHugh-Nagumo Model. Nonlinear Dynamics, v. 67, p. 413-424, 2012.
- Soriano DC, Abib GA, Eisencraft M, Attux R, Suyama R. Using an Evolutionary Denoising Approach to Improve Robustness of Chaotic Synchronization. In: Proceedings of the 3th IFAC Chaos Conference, Cancún – Mexico, 2012.
- Boccato L, Soriano DC, Attux R, Von Zuben FJ. Performance and analysis of nonlinear echo state network readouts in signal processing tasks. In: Proceedings of the IEEE World Congress on Computational Intelligence, Brisbane – Australia, 2012.
- Soriano DC, Suyama R, Attux R. Blind extraction of chaotic sources from mixtures with stochastic signals based on recurrence quantification analysis. Digital Signal Processing, v. 21, p. 417-426, 2011.
- Boccato L, Soares ES, Fernandes MMLP, Soriano DC, Attux R. Unorganized Machines: From Turing’s Ideas to Modern Connectionist Approaches. International Journal of Natural Computing Research, v. 2, p. 1-16, 2011.
- Soriano DC, Suyama R, Attux R. Blind Extraction of Chaotic Sources from White Gaussian Noise Based on a Measure of Determinism. Lecture Notes on Computer Science, v. 5441, p. 122-129, 2009.
- Carvalho SN, Costa TBS, Uribe LFS, Soriano DC, Almeida SRM, Min LL, Castellano G, Attux R. Effect of the combination of different number of flickering frequencies in a SSVEP-BCI for healthy and stroke patients. In: Proceedings if the 7th Annual International IEEE EMBS Conference on Neural Engineering, Montpellier – France, 2015.
- Soriano DC, Bassani RA, Bassani JWM. Instrumentation for Measurement of Intracellular Ca2+ Concentration: Effects of Beta-Adrenergic Stimulation in Isolated Cardiac Myocytes. Brazilian Journal of Biomedical Engineering, v. 23, p. 123-130, 2007.
- Soriano DC, Bassani RA, Bassani JWM. Calcium Release and Uptake from Cardiac Sarcoplasmic Reticulum: Experimental and Mathematical Models. V Latin American Congress on Biomedical Engineering 2007, v. 18 of the series IFMBE Proceedings p. 992-995, 2007.
Ensino
- Graduação: Processamento e Análise de Sinais Biomédicos; Circuitos Elétricos I; Engenharia Unificada; Métodos Matemáticos Aplicados a Sistemas Biomédicos; Instrumentação Biomédica;
- Pós-Graduação: Processamento de Sinais Biomédicos; Matemática para a Engenharia Biomédica; Seminários;