Topological dynamics in spike-timing dependent plastic model neural networks

Spike-timing dependent plasticity (STDP) is a biologically constrained unsupervised form of learning that potentiates or depresses synaptic connections based on the precise timing of pre-synaptic and post-synaptic firings. The effects of on-going STDP on the topology of evolving model neural network...

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Bibliographic Details
Main Authors: David B. Stone, Claudia D. Tesche
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-04-01
Series:Frontiers in Neural Circuits
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncir.2013.00070/full