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Developmental evolution of dendritic morphology in a multi-compartmental neuron model
(IEE, 1999)
Through the use of a multi-compartmental neuron simulation, Mainen and Sejnowski demonstrated that spike generation in neurons is a function of their dendritic structure [l]. In this paper we investigate the determination ...
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)
Artificial evolution: modelling the development of the retina
(University of Hertfordshire, 1996)
The evolution of neural systems relies on the repeated modification of developmental programmes contained within genes. This paper proposes that to efficiently investigate artificial evolution, developmental processes must ...
Developmental artificial neural networks for shape recognition: a model of the retina
(University of Hertfordshire, 1996)
There has been recent interest in mimicking the self-organising processes of biological development to design artificial neural networks. An a priori decision must however be made as to the degree of biological detail ...