Architectural and markovian factors of echo state networks
C Gallicchio, A Micheli - Neural Networks, 2011 - Elsevier
Echo State Networks (ESNs) constitute an emerging approach for efficiently modeling
Recurrent Neural Networks (RNNs). In this paper we investigate some of the main aspects …
Recurrent Neural Networks (RNNs). In this paper we investigate some of the main aspects …
[PDF][PDF] On the predictive effects of Markovian and architectural factors of echo state networks
C Gallicchio, A Micheli - 2009 - compass2.di.unipi.it
Abstract Echo State Networks (ESNs) represent an emerging paradigm for modeling
Recurrent Neural Networks (RNNs). In this report we try to identify and investigate some of …
Recurrent Neural Networks (RNNs). In this report we try to identify and investigate some of …
[PDF][PDF] Power and Limits of Recurrent Neural Networks for Symbolic Sequences Processing
M Makula - 2009 - Citeseer
A recurrent neural network is a class of neural network where connections between neurons
form a directed cycle. These so-called recurrent connections allow spreading information …
form a directed cycle. These so-called recurrent connections allow spreading information …
[引用][C] Sila a obmedzenia rekurentných neurónových sietí pri spracovaní postupností symbolov
M Makula