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20032018
most citedA Substrate-Independent Framework to Characterise Reservoir Computers

87 citations · 224 across the 9 of their papers we have counts for

collaborators

10 papers

cs.NE2018★ 7 cited

Positional Cartesian Genetic Programming

DG Wilson, Julian F. Miller, Sylvain Cussat-Blanc +1

Cartesian Genetic Programming (CGP) has many modifications across a variety of implementations, such as recursive connections and node weights. Alternative genetic operators have a…

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…

cs.NE2018

Evolving simple programs for playing Atari games

Dennis G Wilson, Sylvain Cussat-Blanc, Hervé Luga +1

Cartesian Genetic Programming (CGP) has previously shown capabilities in image processing tasks by evolving programs with a function set specialized for computer vision. A similar…

cond-mat.other2006★ 47 cited

Evolution in Materio: Exploiting the Physics of Materials for Computation

Simon L. Harding, Julian F. Miller, Edward A. Rietman

We describe several techniques for using bulk matter for special purpose computation. In each case it is necessary to use an evolutionary algorithm to program the substrate on whic…

quant-ph2004★ 29 cited

Quantum Searching via Entanglement and Partial Diffusion

Ahmed Younes, Jon Rowe, Julian Miller

In this paper, we will define a quantum operator that performs the inversion about the mean only on a subspace of the system (Partial Diffusion Operator). This operator is used in…

quant-ph2003★ 29 cited

Quantum Search Algorithm with more Reliable Behaviour using Partial Diffusion

Ahmed Younes, Jon Rowe, Julian Miller

In this paper, we will use a quantum operator which performs the inversion about the mean operation only on a subspace of the system ({\it Partial Diffusion Operator}) to propose a…