no code implementations • 20 Mar 2024 • Tarek Kunze, Paul Templier, Dennis G Wilson
Indirect encoding methods, where each gene can encode for multiple weights, shorten the genome to reduce the dimensions of the search space and better exploit permutations and symmetries.
no code implementations • 5 Dec 2018 • Dennis G Wilson, Sylvain Cussat-Blanc, Hervé Luga, Kyle Harrington
In the brain, learning signals change over time and synaptic location, and are applied based on the learning history at the synapse, in the complex process of neuromodulation.
no code implementations • 16 Jul 2018 • Dennis G Wilson, Kyle Harrington, Sylvain Cussat-Blanc, Hervé Luga
Over the past twenty years, artificial Gene Regulatory Networks (GRNs) have shown their capacity to solve real-world problems in various domains such as agent control, signal processing and artificial life experiments.
2 code implementations • 14 Jun 2018 • Dennis G Wilson, Sylvain Cussat-Blanc, Hervé Luga, Julian F. Miller
Cartesian Genetic Programming (CGP) has previously shown capabilities in image processing tasks by evolving programs with a function set specialized for computer vision.
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