Activation of neuronal ensembles via controlled synchronization
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- 作者：Gualberto Solís-Perales…
- 关键词：Complex networks ; control of complex networks ; neuron activation ; synchronization
- 刊名：International Journal of Control, Automation and Systems
- 出版年：2017
- 出版时间：February 2017
- 年：2017
- 卷：15
- 期：1
- 页码：122-128
- 全文大小：
- 刊物类别：Engineering
- 刊物主题：Control, Robotics, Mechatronics;
- 出版者：Institute of Control, Robotics and Systems and The Korean Institute of Electrical Engineers
- ISSN：2005-4092
- 卷排序：15
文摘
In this contribution we present the activation of neuronal ensembles of Hindmarsh-Rose neurons by controlled synchronization. The main problem consists in to impose a particular spiking-bursting behavior in all the neurons of the network. We consider a network where the neurons are in its resting state, it is desired that the neurons change their resting state to a particular behavior of activation, dictated by a neuron called the reference neuron. The goal is reached by controlling some neurons in the network controlling only the membrane potential (electrical synapse). The key feature of the present contribution is that by controlling a small number of neurons in the network a desired behavior is induced in all the neurons in the network despite its network topology. The important parameters are the control gain and the coupling strength, thus the activation of the network lays down on a compromise between the control gain and the coupling strength.