Micro-Mod: an L-systems approach to neural modelling

Herbert Jelinek, Audrey Karperien, David Cornforth, Roberto Cesar, Jose Jesus de Gomes Leandro

Research output: Book chapter/Published conference paperConference paper

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Abstract

Neurons and their support cells have a branching structure caused by their growth processes. The possibility of developing models of such structures can yield great rewards in our understanding of neural growth and function, and our ability to identify different types of neuron. Growth processes in other contexts have been successfully modelled as Lindenmayer systems, but little work has appeared using this approach for neural tissue. In this paper we present a new model of neuron growth using L-systems. MicroMod is a web-based program that allows models to be easily built using a comprehensive set of adjustable parameters. We illustrate some of the techniques facilitated by MicroMod, using the example of microglia. Simulated cells are compared with real cells, and then used to identify clusters that may provide a new classification of cell types. We suggest that the ability to link cluster description back to the parameters of the L-systems model may provide new insights into disease progression.
Original languageEnglish
Title of host publicationSixth Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems
Place of PublicationCanberra, Australia
PublisherUniversity of New South Wales
Pages1-8
Number of pages8
ISBN (Electronic)073170505X
Publication statusPublished - 2002
EventAustralia-Japan Joint Workshop on Intelligent and Evolutionary Systems - Canberra, AUSTRALIA, Australia
Duration: 30 Nov 200201 Dec 2002

Workshop

WorkshopAustralia-Japan Joint Workshop on Intelligent and Evolutionary Systems
CountryAustralia
Period30/11/0201/12/02

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  • Cite this

    Jelinek, H., Karperien, A., Cornforth, D., Cesar, R., & Leandro, J. J. D. G. (2002). Micro-Mod: an L-systems approach to neural modelling. In Sixth Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems (pp. 1-8). University of New South Wales.