ArticleCognitive neurodynamics2016
Noise effects on robust synchronization of a small pacemaker neuronal ensemble via nonlinear controller: electronic circuit design.
Article in Cognitive neurodynamics, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 4 papers.
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4 citing papers in PubMed.
- Burst synchronization in a scale-free neuronal network with inhibitory spike-timing-dependent plasticity.Cognitive neurodynamics · 2019Article
- Suppressing bursting synchronization in a modular neuronal network with synaptic plasticity.Cognitive neurodynamics · 2018Article
- Vibrational resonance in a randomly connected neural network.Cognitive neurodynamics · 2018Article
- The informational entropy endowed in cortical oscillations.Cognitive neurodynamics · 2018Article
Corrections and comments
- Erratum issued
Authors and funding
4 authors.
Funding
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Abstract
In this paper, we report on the synchronization of a pacemaker neuronal ensemble constituted of an AB neuron electrically coupled to two PD neurons. By the virtue of this electrical coupling, they can fire synchronous bursts of action potential. An external master neuron is used to induce to the whole system the desired dynamics, via a nonlinear controller. Such controller is obtained by a combination of sliding mode and feedback control. The proposed controller is able to offset uncertainties in the synchronized systems. We show how noise affects the synchronization of the pacemaker neuronal ensemble, and briefly discuss its potential benefits in our synchronization scheme. An extended Hindmarsh-Rose neuronal model is used to represent a single cell dynamic of the network. Numerical simulations and Pspice implementation of the synchronization scheme are presented. We found that, the proposed controller reduces the stochastic resonance of the network when its gain increases.
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