197 citations · 527 across the 20 of their papers we have counts for
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cs.NE2018★ 8 cited
Evolving Graphs with Semantic Neutral Drift
Timothy Atkinson, Detlef Plump, Susan Stepney
We introduce the concept of Semantic Neutral Drift (SND) for genetic programming (GP), where we exploit equivalence laws to design semantics preserving mutations guaranteed to pres…
cs.ET2018★ 87 cited
A Substrate-Independent Framework to Characterise Reservoir Computers
Matthew Dale, Julian F. Miller, Susan Stepney +1
The Reservoir Computing (RC) framework states that any non-linear, input-driven dynamical system (the reservoir) exhibiting properties such as a fading memory and input separabilit…