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research article

Coding of temporal information by activity-dependent synapses

Fuhrmann, G.
•
Segev, I.
•
Markram, H.  
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2002
Journal of Neurophysiology

Synaptic transmission in the neocortex is dynamic, such that the magnitude of the postsynaptic response changes with the history of the presynaptic activity. Therefore each response carries information about the temporal structure of the preceding presynaptic input spike train. We quantitatively analyze the information about previous interspike intervals, contained in single responses of dynamic synapses, using methods from information theory applied to experimentally based deterministic and probabilistic phenomenological models of depressing and facilitating synapses. We show that for any given dynamic synapse, there exists an optimal frequency of presynaptic spike firing for which the information content is maximal; simple relations between this optimal frequency and the synaptic parameters are derived. Depressing neocortical synapses are optimized for coding temporal information at low firing rates of 0.5-5 Hz, typical to the spontaneous activity of cortical neurons, and carry significant information about the timing of up to four preceding presynaptic spikes. Facilitating synapses, however, are optimized to code information at higher presynaptic rates of 9-70 Hz and can represent the timing of over eight presynaptic spikes.

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Type
research article
DOI
10.1152/jn.00258.2001
PubMed ID

11784736

Author(s)
Fuhrmann, G.
Segev, I.
Markram, H.  
Tsodyks, M.
Date Issued

2002

Published in
Journal of Neurophysiology
Volume

87

Issue

1

Start page

140

End page

148

Subjects

Models, Neurological

•

Models, Statistical

Note

Department of Neurobiology, Weizmann Institute of Science, Rehovot 76100, Jerusalem 91904, Israel.

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LNMC  
Available on Infoscience
February 27, 2008
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/19337
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