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research article

Potential for multiple mechanisms, phenomena and algorithms for synaptic plasticity at single synapses

Markram, H.  
•
Pikus, D.
•
Gupta, A.  
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1998
Neuropharmacology

Recent experimental evidence indicates that in the neocortex, the manner in which each synapse releases neurotransmitter in response to trains of presynaptic action potentials is potentially unique. These unique transmission characteristics arise because of a large heterogeneity in various synaptic properties that determine frequency dependence of transmission such as those governing the rates of synaptic depression and facilitation. A theoretical analysis was therefore undertaken to explore the phenomenologies of changes in the values of these synaptic parameters. The results illustrate how the change in any one of several synaptic parameters produces a distinctive effect on synaptic transmission and how these distinctive effects can point to the most likely biophysical mechanisms. These results could therefore be useful in studies of synaptic plasticity in order to obtain a full characterization of the phenomenologies of synaptic modifications and to isolate potential biophysical mechanisms. Based on this theoretical analysis and experimental data, it is proposed that there exists multiple mechanisms, phenomena and algorithms for synaptic plasticity at single synapses. Finally, it is shown that the impact of changing the values of synaptic parameters depends on the values of the other parameters. This may indicate that the various mechanisms, phenomena and algorithms are interlinked in a 'synaptic plasticity code'.

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Type
research article
PubMed ID

9704990

Author(s)
Markram, H.  
Pikus, D.
Gupta, A.  
Tsodyks, M.
Date Issued

1998

Published in
Neuropharmacology
Volume

37

Issue

4-5

Start page

489

End page

500

Subjects

Algorithms

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LNMC  
Available on Infoscience
January 28, 2013
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/88292
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