Title :
An instruction language for the explicit programming of axonal growth patterns
Author :
Zubler, Frederic ; Douglas, Rodney
Author_Institution :
Inst. of Neuroinformatics, Univ. of Zurich, Zurich, Switzerland
Abstract :
In this paper, we present a language for designing instruction codes leading to the formation of axonal and dendritic branching patterns. Our approach is based on the expression of membrane receptors, which induce specific actions such as elongation, retraction and bifurcation in response to the presence of signaling molecules. We show in simulation how we can use this instruction language to specify the intrinsic properties of neurons, so that their different elongating branches interact with the local environment, and form a desired global morphology.
Keywords :
instruction sets; neural nets; pattern recognition; axonal formation; axonal growth patterns; dendritic branching patterns; elongating branch; explicit programming; instruction codes; instruction language; membrane receptors expression; neurons intrinsic properties; signaling molecules; Bifurcation; Biological information theory; Chemicals; Extracellular; Nerve fibers;
Conference_Titel :
Neural Networks (IJCNN), The 2010 International Joint Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6916-1
DOI :
10.1109/IJCNN.2010.5596605