234 citations · 938 across the 65 of their papers we have counts for
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cs.NE2013★ 11 cited
Guided Self-Organization of Input-Driven Recurrent Neural Networks
Oliver Obst, Joschka Boedecker
We review attempts that have been made towards understanding the computational properties and mechanisms of input-driven dynamical systems like RNNs, and reservoir computing networ…
cs.IT2013★ 7 cited
On active information storage in input-driven systems
Oliver Obst, Joschka Boedecker, Benedikt Schmidt +1
Information theory and the framework of information dynamics have been used to provide tools to characterise complex systems. In particular, we are interested in quantifying inform…