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Journal of Near-Death Studies

Manwani, Amit and Koch, Christof (1999) Journal of Near-Death Studies. In: Advances in Neural Information Processing Systems 11 (NIPS 1998). Advances in Neural Information Processing Systems. No.11. MIT Press , Cambridge, MA, pp. 132-138. ISBN 0-262-11245-0 http://resolver.caltech.edu/CaltechAUTHORS:20160229-162534873

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Abstract

Here we derive measures quantifying the information loss of a synaptic signal due to the presence of neuronal noise sources, as it electrotonically propagates along a weakly-active dendrite. We model the dendrite as an infinite linear cable, with noise sources distributed along its length. The noise sources we consider are thermal noise, channel noise arising from the stochastic nature of voltage-dependent ionic channels (K^+ and Na^+) and synaptic noise due to spontaneous background activity. We assess the efficacy of information transfer using a signal detection paradigm where the objective is to detect the presence/absence of a presynaptic spike from the post-synaptic membrane voltage. This allows us to analytically assess the role of each of these noise sources in information transfer. For our choice of parameters, we find that the synaptic noise is the dominant noise source which limits the maximum length over which information be reliably transmitted.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
http://papers.nips.cc/paper/1633-signal-detection-in-noisy-weakly-active-dendritesOrganizationPaper
ORCID:
AuthorORCID
Koch, Christof0000-0001-6482-8067
Additional Information:© 1999 Massachusetts Institute of Technology. This research was supported by NSF, NIMH and the Sloan Center for Theoretical Neuroscience. We thank Idan Segev, Elad Schneidman, Moo London, Yosef Yarom and Fabrizio Gabbiani for illuminating discussions.
Group:KLAB, Koch Laboratory
Funders:
Funding AgencyGrant Number
NSFUNSPECIFIED
National Institute of Mental Health (NIMH)UNSPECIFIED
Sloan Center for Theoretical NeuroscienceUNSPECIFIED
Record Number:CaltechAUTHORS:20160229-162534873
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20160229-162534873
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:64878
Collection:CaltechAUTHORS
Deposited By: Kristin Buxton
Deposited On:01 Mar 2016 00:39
Last Modified:01 Mar 2016 00:39

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