Synchronization induced termination in neuronal networks

Vital functions which take place in the brain are accomplished through synchronized neural activities between interconnected neuronal populations. In healthy and unhealthy nerve system, rhythms in different frequencies can be recognized as they are responsible for neural synchronization. Despite thi...

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Bibliographic Details
Published in2017 25th Signal Processing and Communications Applications Conference (SIU) pp. 1 - 4
Main Authors Calim, Ali, Agaoglu, Sukruye Nihal, Uzuntarla, Muhammet
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2017
Subjects
epilepsy
Neurons
oscillation
Oscillators
Parkinson's disease
Sociology
Statistics
Synchronization
termination
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Summary:Vital functions which take place in the brain are accomplished through synchronized neural activities between interconnected neuronal populations. In healthy and unhealthy nerve system, rhythms in different frequencies can be recognized as they are responsible for neural synchronization. Despite this, in the case of global synchronization where oscillation power is the maximum, as observed in epileptic seizures, neural activity can terminate. In this study, effects of neural network characteristics synchronization emerges from on activity termination are computationally investigated. Stochastic Hodgkin-Huxley (H-H) equations are used in the simulations. The results show that synchronization increases when neurons have high synaptic conductance and due to this, strong synaptic current neurons exposed to terminates the firings.
DOI:10.1109/SIU.2017.7960724