Effect of synaptic plasticity in the structure and dynamics of disordered networks of coupled neurons

Details Effect of synaptic plasticity in the structure and dynamics of disordered networks of coupled neurons Effect of synaptic plasticity in the structure and dynamics of disordered networks of coupled neurons

2012-01-24

arxiv.org/abs/1201.4987v1

Biology

Quantitative Biology

Neurons and Cognition

Scientific paper

In an all-to-all network of integrate-fire oscillators in which there is a disorder in the intrinsic firing rates of the neurons, we show that through spike timing-dependent plasticity the links which have the faster oscillators as presynaptic, tend to be strengthened while the links originated from the slow spiking neurons are weakened. The emergent effective flow of directed connections, introduces the faster neurons as the more influent elements in the network and facilitates synchronization by decreasing the synaptic cost for onset of synchronization.

Affiliated with

Also associated with

No associations

Rating

Effect of synaptic plasticity in the structure and dynamics of disordered networks of coupled neurons does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Effect of synaptic plasticity in the structure and dynamics of disordered networks of coupled neurons, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Effect of synaptic plasticity in the structure and dynamics of disordered networks of coupled neurons will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-107122