320 citations · 740 across the 21 of their papers we have counts for
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cs.LG2017★ 68 cited
Deep Echo State Network (DeepESN): A Brief Survey
Claudio Gallicchio, Alessio Micheli
The study of deep recurrent neural networks (RNNs) and, in particular, of deep Reservoir Computing (RC) is gaining an increasing research attention in the neural networks community…
cs.LG2017
Hierarchical Temporal Representation in Linear Reservoir Computing
Claudio Gallicchio, Alessio Micheli, Luca Pedrelli
Recently, studies on deep Reservoir Computing (RC) highlighted the role of layering in deep recurrent neural networks (RNNs). In this paper, the use of linear recurrent units allow…