23 citations · 43 across the 6 of their papers we have counts for
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cs.LG2021★ 23 cited
PyRCN: A Toolbox for Exploration and Application of Reservoir Computing Networks
Peter Steiner, Azarakhsh Jalalvand, Simon Stone +1
Reservoir Computing Networks (RCNs) belong to a group of machine learning techniques that project the input space non-linearly into a high-dimensional feature space, where the unde…
cs.LG2021★ 19 cited
Cluster-based Input Weight Initialization for Echo State Networks
Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz
Echo State Networks (ESNs) are a special type of recurrent neural networks (RNNs), in which the input and recurrent connections are traditionally generated randomly, and only the o…