31 citations · 99 across the 13 of their papers we have counts for
Showing 2014 · cs.NEShow all
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cs.NE2014
Towards a Calculus of Echo State Networks
Alireza Goudarzi, Darko Stefanovic
Reservoir computing is a recent trend in neural networks which uses the dynamical perturbations on the phase space of a system to compute a desired target function. We present how…
cs.NE2014★ 23 cited
A Comparative Study of Reservoir Computing for Temporal Signal Processing
Alireza Goudarzi, Peter Banda, Matthew R. Lakin +2
Reservoir computing (RC) is a novel approach to time series prediction using recurrent neural networks. In RC, an input signal perturbs the intrinsic dynamics of a medium called a…