Claudio Gallicchio
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Explore the profile of Claudio Gallicchio including associated specialties, affiliations and a list of published articles.
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3
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15
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Recent Articles
1.
Ceni A, Gallicchio C
IEEE Trans Neural Netw Learn Syst
. 2024 May;
PP.
PMID: 38809742
Echo state networks (ESNs) are time series processing models working under the echo state property (ESP) principle. The ESP is a notion of stability that imposes an asymptotic fading of...
2.
Gallicchio C, Micheli A, Pedrelli L
Neural Netw
. 2018 Aug;
108:33-47.
PMID: 30138751
In this paper, we provide a novel approach to the architectural design of deep Recurrent Neural Networks using signal frequency analysis. In particular, focusing on the Reservoir Computing framework and...
3.
Gallicchio C, Micheli A
Neural Netw
. 2011 Mar;
24(5):440-56.
PMID: 21376531
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 that can be accounted for...