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  Dynamical synapses give rise to a power-law distribution of neuronal avalanches

Levina, A., Herrmann, M., & Geisel, T. (2006). Dynamical synapses give rise to a power-law distribution of neuronal avalanches. In L. Saul, B. Schölkopf, & J. Platt (Eds.), Advances in Neural Information Processing Systems 18 (pp. 771-778). Cambridge, MA, USA: MIT Press.

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Item Permalink: http://hdl.handle.net/21.11116/0000-0005-218B-9 Version Permalink: http://hdl.handle.net/21.11116/0000-0005-218C-8
Genre: Conference Paper

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 Creators:
Levina, A1, Author              
Herrmann, M, Author
Geisel, T, Author
Affiliations:
1External Organizations, ou_persistent22              

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Free keywords: -
 Abstract: There is experimental evidence that cortical neurons show avalanche ac-tivity with the intensity of firing events being distributed as a power-law.We present a biologically plausible extension of a neural network whichexhibits a power-law avalanche distribution for a wide range of connec-tivity parameters.

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Language(s): eng - English
 Dates: 2006-05
 Publication Status: Published in print
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: eDoc: 348726
 Degree: -

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Title: Nineteenth Annual Conference on Neural Information Processing Systems (NIPS 2005)
Place of Event: Vancouver, BC, Canada
Start-/End Date: 2005-12-05 - 2005-12-08

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Title: Advances in Neural Information Processing Systems 18
Source Genre: Proceedings
 Creator(s):
Saul, LK, Editor
Schölkopf, B1, Editor            
Platt, JC, Editor
Affiliations:
1 Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497794            
Publ. Info: Cambridge, MA, USA : MIT Press
Pages: - Volume / Issue: 18 Sequence Number: - Start / End Page: 771 - 778 Identifier: ISBN: 0-262-23253-7