Firing pattern estimation and synchronization detection of synaptically coupled Hindmarsh-Rose neurons

Title:

Firing pattern estimation and synchronization detection of synaptically coupled Hindmarsh-Rose neurons

Creator:

Totoki, Yusuke, Mitsunaga, Kouichi , Suemitsu , Haruo, and Matsuo, Takami

Identifier:

https://cdk.lib.cas.cz/client/handle/uuid:bfe69a81-f92c-424a-95a6-021af23d4034
uuid:bfe69a81-f92c-424a-95a6-021af23d4034

Subject:

Bursting, spiking, synchronization, Lyapunov exponent, and adaptive observer

Type:

model:article and TEXT

Format:

bez média and svazek

Description:

In this paper, we present adaptive observers for synaptically coupled Hindmarsh-Rose (HR) neurons with the membrane potential measurement under the assumption that some of parameters in an individual HR neuron are known. Using the adaptive observers for a single HR neuron, we propose a two-stage merging procedure to identify the firing pattern of a model of synaptically coupled HR neurons. The procedure allows us to recover the internal states and to distinguish the firing patterns of the synaptically coupled HR neurons, with early-time dynamic behaviors.

Language:

English

Rights:

http://creativecommons.org/publicdomain/mark/1.0/
policy:public

Source:

Neural network world: international journal on neural and mass-parallel computing and information systems | 2009 Volume:19 | Number:5

Harvested from:

CDK

Metadata only:

false