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Please use this identifier to cite or link to this item: http://hdl.handle.net/10481/31034

Title: Irregular Dynamics in Up and Down Cortical States
Authors: Mejias, Jorge F.
Kappen, Hilbert J.
Torres Agudo, Joaquín J.
Issue Date: 2007
Abstract: Complex coherent dynamics is present in a wide variety of neural systems. A typical example is the voltage transitions between up and down states observed in cortical areas in the brain. In this work, we study this phenomenon via a biologically motivated stochastic model of up and down transitions. The model is constituted by a simple bistable rate dynamics, where the synaptic current is modulated by short-term synaptic processes which introduce stochasticity and temporal correlations. A complete analysis of our model, both with mean-field approaches and numerical simulations, shows the appearance of complex transitions between high (up) and low (down) neural activity states, driven by the synaptic noise, with permanence times in the up state distributed according to a power-law. We show that the experimentally observed large fluctuation in up and down permanence times can be explained as the result of sufficiently noisy dynamical synapses with sufficiently large recovery times. Static synapses cannot account for this behavior, nor can dynamical synapses in the absence of noise.
Sponsorship: This work was supported by the MEyC-FEDER project FIS2009-08451 and the Junta de Andalucia project P07–FQM–02725.
Publisher: Public Library of Science (PLOS)
Keywords: Depression
Neural networks
Probability distribution
White noise
URI: http://hdl.handle.net/10481/31034
ISSN: 1932-6203
Rights : Creative Commons Attribution-NonCommercial-NoDerivs 3.0 License
Citation: Mejias, J.F.; Kappen, H.J.; Torres, J.J. Irregular Dynamics in Up and Down Cortical States. Plos One, 5(11): e13651 (2010). [http://hdl.handle.net/10481/31034]
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