Long-term neuronal behavior caused by two synaptic modification mechanisms

Xi Shen; Philippe De Wilde

doi:10.1016/j.neucom.2006.05.011

Long-term neuronal behavior caused by two synaptic modification mechanisms

Xi Shen, Philippe De Wilde

Electrical, Electronic and Computer Engineering

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

Abstract

We report the first results of simulating the coupling of neuronal, astrocyte, and cerebrovascular activity. It is suggested that the dynamics of the system is different from systems that only include neurons. In the neuron-vascular coupling, distribution of synapse strengths affects neuronal behavior and thus balance of the blood flow; oscillations are induced in the neuron-to-astrocyte coupling.

Original language	English
Pages (from-to)	1482
Number of pages	7
Journal	Neurocomputing
Volume	70
Issue number	7-9
DOIs	https://doi.org/10.1016/j.neucom.2006.05.011
Publication status	Published - 2007

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10.1016/j.neucom.2006.05.011

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title = "Long-term neuronal behavior caused by two synaptic modification mechanisms",

abstract = "We report the first results of simulating the coupling of neuronal, astrocyte, and cerebrovascular activity. It is suggested that the dynamics of the system is different from systems that only include neurons. In the neuron-vascular coupling, distribution of synapse strengths affects neuronal behavior and thus balance of the blood flow; oscillations are induced in the neuron-to-astrocyte coupling. ",

keywords = "Astrocyte, Hopfield neural network, Glial cell, Coupled network, Emergent phenomenon",

author = "Xi Shen and {De Wilde}, Philippe",

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T1 - Long-term neuronal behavior caused by two synaptic modification mechanisms

AU - Shen, Xi

AU - De Wilde, Philippe

PY - 2007

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AB - We report the first results of simulating the coupling of neuronal, astrocyte, and cerebrovascular activity. It is suggested that the dynamics of the system is different from systems that only include neurons. In the neuron-vascular coupling, distribution of synapse strengths affects neuronal behavior and thus balance of the blood flow; oscillations are induced in the neuron-to-astrocyte coupling.

KW - Astrocyte

KW - Hopfield neural network

KW - Glial cell

KW - Coupled network

KW - Emergent phenomenon

U2 - 10.1016/j.neucom.2006.05.011

DO - 10.1016/j.neucom.2006.05.011

M3 - Article

SN - 0925-2312

VL - 70

SP - 1482

JO - Neurocomputing

JF - Neurocomputing

IS - 7-9

ER -

Long-term neuronal behavior caused by two synaptic modification mechanisms

Abstract

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