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Romis Ribeiro de Faissol Attux
Romis Ribeiro de Faissol Attux
Professor - DCA/FEEC/UNICAMP
E-mail confirmado em dca.fee.unicamp.br
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Ano
A deep convolutional neural network for COVID-19 detection using chest X-rays
PRAS Bassi, R Attux
Research on Biomedical Engineering 38 (1), 139-148, 2022
1882022
Unsupervised Signal Processing: Channel Equalization and Source Separation
JMT Romano
CRC Press, 2010
141*2010
Comparative analysis of strategies for feature extraction and classification in SSVEP BCIs
SN Carvalho, TBS Costa, LFS Uribe, DC Soriano, GFG Yared, ...
Biomedical Signal Processing and Control 21, 34-42, 2015
1022015
Chaotic Signals in Digital Communications
M Eisencraft, R Attux, R Suyama
CRC Press, 2013
100*2013
An extended echo state network using Volterra filtering and principal component analysis
L Boccato, A Lopes, R Attux, FJ Von Zuben
Neural Networks 32, 292-302, 2012
682012
Can graph metrics be used for EEG-BCIs based on hand motor imagery?
CA Stefano Filho, R Attux, G Castellano
Biomedical Signal Processing and Control 40, 359-365, 2018
632018
Can graph metrics be used for EEG-BCIs based on hand motor imagery?
CA Stefano Filho, R Attux, G Castellano
Biomedical Signal Processing and Control 40, 359-365, 2018
632018
Chaos-based communication systems in non-ideal channels
M Eisencraft, RD Fanganiello, JMV Grzybowski, DC Soriano, R Attux, ...
Communications in Nonlinear Science and Numerical Simulation 17 (12), 4707-4718, 2012
572012
UNORGANIZED MACHINES FOR SEASONAL STREAMFLOW SERIES FORECASTING
H Siqueira, L Boccato, R Attux, C Lyra
International journal of neural systems 24 (03), 1430009, 2014
542014
A method for Lyapunov spectrum estimation using cloned dynamics and its application to the discontinuously-excited FitzHugh–Nagumo model
DC Soriano, FI Fazanaro, R Suyama, JR de Oliveira, R Attux, MK Madrid
Nonlinear Dynamics 67 (1), 413-424, 2012
542012
Performance analysis of unorganized machines in streamflow forecasting of Brazilian plants
H Siqueira, L Boccato, I Luna, R Attux, C Lyra
Applied Soft Computing 68, 494-506, 2018
482018
Space-time recurrences for functional connectivity evaluation and feature extraction in motor imagery brain-computer interfaces
PG Rodrigues, R Attux, G Castellano, DC Soriano
Medical & biological engineering & computing 57 (8), 1709-1725, 2019
412019
Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines
GP Coelho, CC Barbante, L Boccato, RRF Attux, JR Oliveira, ...
Neural Networks (IJCNN), The 2012 International Joint Conference on, 1-8, 2012
412012
Echo state networks and extreme learning machines: A comparative study on seasonal streamflow series prediction
H Siqueira, L Boccato, R Attux, C Lyra
International Conference on Neural Information Processing, 491-500, 2012
402012
Application of natural computing algorithms to maximum likelihood estimation of direction of arrival
L Boccato, R Krummenauer, R Attux, A Lopes
Signal Processing 92 (5), 1338-1352, 2012
402012
Transfer learning and SpecAugment applied to SSVEP based BCI classification
PRAS Bassi, W Rampazzo, R Attux
Biomedical Signal Processing and Control 67, 102542, 2021
392021
Improving image classification with frequency domain layers for feature extraction
JA Stuchi, MA Angeloni, RF Pereira, L Boccato, G Folego, PVS Prado, ...
Machine Learning for Signal Processing (MLSP), 2017 IEEE 27th International …, 2017
392017
An echo state network architecture based on Volterra filtering and PCA with application to the channel equalization problem
L Boccato, A Lopes, R Attux, FJV Zuben
Neural Networks (IJCNN), The 2011 International Joint Conference on, 580-587, 2011
382011
Echo state networks for seasonal streamflow series forecasting
H Siqueira, L Boccato, R Attux, C Lyra Filho
International Conference on Intelligent Data Engineering and Automated …, 2012
292012
Numerical characterization of nonlinear dynamical systems using parallel computing: The role of GPUs approach
FI Fazanaro, DC Soriano, R Suyama, MK Madrid, JR de Oliveira, ...
Communications in Nonlinear Science and Numerical Simulation 37, 143-162, 2016
282016
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