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Rafael Pinto
Rafael Pinto
Ph.D., UFRGS - Instituto de Informática - PPGC / Professor at IFRS
Verified email at canoas.ifrs.edu.br - Homepage
Title
Cited by
Cited by
Year
A fast incremental gaussian mixture model
RC Pinto, PM Engel
PloS one 10 (10), e0139931, 2015
792015
Autocorrelation and partial autocorrelation functions to improve neural networks models on univariate time series forecasting
JHF Flores, PM Engel, RC Pinto
The 2012 International joint conference on neural networks (IJCNN), 1-8, 2012
762012
IGMN: An Incremental Gaussian Mixture Network that Learns Instantaneously from Data Flows
MR Heinen, PM Engel, RC Pinto
IX ENIA - BRAZILIAN MEETING ON ARTIFICIAL INTELLIGENCE, 2011
252011
Using a Gaussian mixture neural network for incremental learning and robotics
MR Heinen, PM Engel, RC Pinto
The 2012 international joint conference on neural networks (IJCNN), 1-8, 2012
152012
Echo State Incremental Gaussian Mixture Network for Spatio-Temporal Pattern Processing
RC Pinto, PM Engel, MR Heinen
IX ENIA - BRAZILIAN MEETING ON ARTIFICIAL INTELLIGENCE, 2011
82011
Scalable and incremental learning of gaussian mixture models
R Pinto, P Engel
arXiv preprint arXiv:1701.03940, 2017
72017
LoopSOM: a robust som variant using self-organizing temporal feedback connections
R Pinto, P Engel
VIII ENIA - BRAZILIAN MEETING ON ARTIFICIAL INTELLIGENCE, 2009
72009
One-shot learning in the road sign problem
RC Pinto, PM Engel, MR Heinen
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-6, 2012
52012
Beating Bomberman with Artificial Intelligence
J Monteiro, R Granada, RC Pinto, RC Barros
XV Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2018
42018
Applying the Incremental Gaussian Neural Network to Concept Formation and Robotic Tasks
MR Heinen, PM Engel, RC Pinto
X CBIC - Brazilian Congress on Computational Intelligence, 2011
32011
Recursive Incremental Gaussian Mixture Network for Spatio-Temporal Pattern Processing
RC Pinto, PM Engel, MR Heinen
X CBIC - Brazilian Congress on Computational Intelligence, 2011
32011
Model-Free Episodic Control with Online State Aggregation
R Pinto
arXiv preprint arXiv:2008.09685, 2020
22020
Learning Abstract Behaviors with the Hierarchical Incremental Gaussian Mixture Network
R de Pontes Pereira, PM Engel, RC Pinto
2012 Brazilian Symposium on Neural Networks, 131-135, 2012
22012
Online Incremental One-Shot Learning of Temporal Sequences
R Pinto
UNIVERSIDADE FEDERAL DO RIO GRANDE DO SUL, 2011
22011
Um Estudo de Redes Neurais Não-Supervisionadas Temporais
R Pinto
22010
Continuous reinforcement learning with incremental Gaussian mixture models
RC Pinto
12017
Fast Reinforcement Learning with Incremental Gaussian Mixture Models
R Pinto
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
2021
Mapas Auto-Organizáveis Temporais
RC Pinto
2010
A Neocortex Inspired Hierarchical Spatio-Temporal Pattern Recognition System
R Pinto
UNIVERSIDADE FEDERAL DO RIO GRANDE DO SUL, 2009
2009
Um Reconhecedor de Padrões Espaço-Temporais Inspirado no Neocórtex
RC Pinto
2009
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