Title
A Neural Network Model of Caenorhabditis Elegans: The Circuit of Touch Sensitivity
Abstract
The paper presents a neural network model of the touch sensitivity circuit of the nematode Caenorhabditis elegans. We describe a serie of simulations in which neural networks are trained, using a genetic algorithm, to reproduce the habituation of the nematode's touch sensitive behavior. A lesion study of the network allows to make a direct comparison between the fine functioning of the model and the data collected in real organisms. The model accords well with the known neurobiological data and it suggests some hypotheses about the functioning of the neural circuit and of single neurons.
Year
DOI
Venue
1997
10.1023/A:1009615807222
Neural Processing Letters
Keywords
DocType
Volume
computational neuroscience,C. elegans,genetic algorithm,lesion study
Journal
6
Issue
ISSN
Citations 
3
1573-773X
12
PageRank 
References 
Authors
2.08
0
3
Name
Order
Citations
PageRank
Angelo Cangelosi141975.30
Angelo Cangelosi241975.30
Domenico Parisi3745101.62