STDP-driven networks and the \emph{C. elegans} neuronal network

Details STDP-driven networks and the \emph{C. elegans} neuronal network STDP-driven networks and the \emph{C. elegans} neuronal network

2010-04-28

arxiv.org/abs/1004.5060v1

Biology

Quantitative Biology

Neurons and Cognition

16 pages, 14 figures

Scientific paper

We study the dynamics of the structure of a formal neural network wherein the strengths of the synapses are governed by spike-timing-dependent plasticity (STDP). For properly chosen input signals, there exists a steady state with a residual network. We compare the motif profile of such a network with that of a real neural network of \emph{C. elegans} and identify robust qualitative similarities. In particular, our extensive numerical simulations show that this STDP-driven resulting network is robust under variations of the model parameters.

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