Echo state network and variational autoencoder for efficient one-class learning on dynamical systems

Diego Cabrera,Fernando Sancho,Mariela Cerrada,René-Vinicio Sánchez,Felipe A. Tobar

Echo state network and variational autoencoder for efficient one-class learning on dynamical systems

2018

Diego Cabrera
Fernando Sancho
Mariela Cerrada
René-Vinicio Sánchez
Felipe A. Tobar

Ministerio de Economia y Competitividad of Gobierno de Espana TIN2012-37434 TIN2013-41086-P European FEDER funds CONICYT PAI-82140061 Basal-CMM GIDTEC project 003-002-2016-03-03

Keywords:

Deep learning
Dynamical systems theory
Echo state network
Machine learning
Autoencoder
Reservoir computing
Mathematics
Artificial intelligence

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