7 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.NE2016★ 7 cited
A Tutorial about Random Neural Networks in Supervised Learning
Sebastián Basterrech, Gerardo Rubino
Random Neural Networks (RNNs) are a class of Neural Networks (NNs) that can also be seen as a specific type of queuing network. They have been successfully used in several domains…
cs.LG2015★ 3 cited
An Empirical Study of the L2-Boost technique with Echo State Networks
Sebastián Basterrech
A particular case of Recurrent Neural Network (RNN) was introduced at the beginning of the 2000s under the name of Echo State Networks (ESNs). The ESN model overcomes the limitatio…
cs.NE2015
An Experimental Analysis of the Echo State Network Initialization Using the Particle Swarm Optimization
Sebastián Basterrech, Enrique Alba, Václav Snášel
This article introduces a robust hybrid method for solving supervised learning tasks, which uses the Echo State Network (ESN) model and the Particle Swarm Optimization (PSO) algori…