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Analysing Hierarchical Data Using a Stochastic Evolutionary Neural Tree
(1998)
SCENT is simple competitive neural network model that evolves a tree structured set of nodes in response to being presented with an unlabelled data set. The resulting set of weight vectors and their relationship can be ...
Molecular self-organisation in a developmental model for the evolution of large-scale artificial neural networks
(1998)
We argue that molecular self-organisation during embryonic development allows evolution to perform highly nonlinear combinatorial optimisation. A structured approach to architectural optimisation of large-scale Artificial ...
Evolution of developmental ontogeny for robustly reproducible phenotypes
(University of Hertfordshire, 1998)
Development has been used by a number of researchers as an efficient means of nonlinearly decoding genetic information is evolutionary systems. We show that developmental routines which do not utilise cell-cell interactions ...
Developmental evolution of an edge detecting retina
(Springer Nature, 1998)