Developing Topography and Ocular Dominance Using Two aVLSI Vision Sensors and a Neurotrophic Model of Plasticity
Abstract
A neurotrophic model for the co-development of topography and ocular dominance columns in the primary visual cortex has recently been pro- posed. In the present work, we test this model by driving it with the output of a pair of neuronal vision sensors stimulated by disparate mov- ing patterns. We show that the temporal correlations in the spike trains generated by the two sensors elicit the development of refined topogra- phy and ocular dominance columns, even in the presence of significant amounts of spontaneous activity and fixed-pattern noise in the sensors.
Cite
Text
Elliott and Kramer. "Developing Topography and Ocular Dominance Using Two aVLSI Vision Sensors and a Neurotrophic Model of Plasticity." Neural Information Processing Systems, 2002.Markdown
[Elliott and Kramer. "Developing Topography and Ocular Dominance Using Two aVLSI Vision Sensors and a Neurotrophic Model of Plasticity." Neural Information Processing Systems, 2002.](https://mlanthology.org/neurips/2002/elliott2002neurips-developing/)BibTeX
@inproceedings{elliott2002neurips-developing,
title = {{Developing Topography and Ocular Dominance Using Two aVLSI Vision Sensors and a Neurotrophic Model of Plasticity}},
author = {Elliott, Terry and Kramer, Jörg},
booktitle = {Neural Information Processing Systems},
year = {2002},
pages = {1155-1162},
url = {https://mlanthology.org/neurips/2002/elliott2002neurips-developing/}
}