A temporal trace and SOM-based model of complex cell development

Abstract

An activity-dependent model of complex cell development is described. The learning rules are a combination of a temporal trace rule, a Hebbian rule, and a self-organizing map (SOM). They are local, unsupervised, and biologically realistic. The only input that is assumed is spontaneous retinal wave activity. The results show complex cells with phase… (More)
DOI: 10.1016/j.neucom.2004.01.134

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@article{Sullivan2004ATT, title={A temporal trace and SOM-based model of complex cell development}, author={Thomas J. Sullivan and Virginia R. de Sa}, journal={Neurocomputing}, year={2004}, volume={58-60}, pages={827-833} }