20 citations · 36 across the 17 of their papers we have counts for
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cs.ET2018
Reservoir Computing Universality With Stochastic Inputs
Lukas Gonon, Juan-Pablo Ortega
The universal approximation properties with respect to -type criteria of three important families of reservoir computers with stochastic discrete-time semi-infinite inputs i…
cs.NE2018
Echo state networks are universal
Lyudmila Grigoryeva, Juan-Pablo Ortega
This paper shows that echo state networks are universal uniform approximants in the context of discrete-time fading memory filters with uniformly bounded inputs defined on negative…