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20072023
most citedEvolution of Plastic Learning in Spiking Networks via Memristive Connections

74 citations · 446 across the 50 of their papers we have counts for

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33 papers · 1 filter

cs.NE2023

On Cooperative Coevolution and Global Crossover

Larry Bull, Haixia Liu

Cooperative coevolutionary algorithms (CCEAs) divide a given problem in to a number of subproblems and use an evolutionary algorithm to solve each subproblem. This short paper is c…

cs.NE2021★ 1 cited

Deep Learning with a Classifier System: Initial Results

Richard J. Preen, Larry Bull

This article presents the first results from using a learning classifier system capable of performing adaptive computation with deep neural networks. Individual classifiers within…

cs.NE2020★ 2 cited

Evolving Nano Particle Cancer Treatments with Multiple Particle Types

Michail-Antisthenis Tsompanas, Larry Bull, Andrew Adamatzky +1

Evolutionary algorithms have long been used for optimization problems where the appropriate size of solutions is unclear a priori. The applicability of this methodology is here inv…

cs.NE2020

Are Artificial Dendrites useful in NeuroEvolution?

Larry Bull

The significant role of dendritic processing within neuronal networks has become increasingly clear. This letter explores the effects of including a simple dendrite-inspired mechan…

cs.NE2020

On the Baldwin Effect under Coevolution

Larry Bull

The potentially beneficial interaction between learning and evolution, the Baldwin effect, has long been established. This paper considers their interaction within a coevolutionary…

cs.NE2020

Exploring Distributed Control with the NK Model

Larry Bull

The NK model has been used widely to explore aspects of natural evolution and complex systems. This paper introduces a modified form of the NK model for exploring distributed contr…