Literature DB >> 19792163

Coherent stochastic oscillations enhance signal detection in spiking neurons.

Tatiana A Engel1, Brian Helbig, David F Russell, Lutz Schimansky-Geier, Alexander B Neiman.   

Abstract

We study the effect of noisy oscillatory input on the signal discrimination by spontaneously firing neurons. Using analytically tractable model, we contrast signal detection in two situations: (i) when the neuron is driven by coherent oscillations and (ii) when the coherence of oscillations is destroyed. Analytical calculations revealed a region in the parameter space of the model where oscillations act to reduce the variability of neuronal firing and to enhance the discriminability of weak signals. These analytical results are employed to unveil a possible role of coherent oscillations in peripheral electrosensory system of paddlefish in improvement of detection of weak stimuli. The proposed mechanism may be relevant to a wide range of phenomena involving coherently driven oscillators.

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Year:  2009        PMID: 19792163      PMCID: PMC4942810          DOI: 10.1103/PhysRevE.80.021919

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  15 in total

1.  Noise shaping in populations of coupled model neurons.

Authors:  D J Mar; C C Chow; W Gerstner; R W Adams; J J Collins
Journal:  Proc Natl Acad Sci U S A       Date:  1999-08-31       Impact factor: 11.205

2.  Negative interspike interval correlations increase the neuronal capacity for encoding time-dependent stimuli.

Authors:  M J Chacron; A Longtin; L Maler
Journal:  J Neurosci       Date:  2001-07-15       Impact factor: 6.167

3.  Nonrenewal statistics of electrosensory afferent spike trains: implications for the detection of weak sensory signals.

Authors:  R Ratnam; M E Nelson
Journal:  J Neurosci       Date:  2000-09-01       Impact factor: 6.167

4.  Two distinct types of noisy oscillators in electroreceptors of paddlefish.

Authors:  Alexander B Neiman; David F Russell
Journal:  J Neurophysiol       Date:  2003-10-22       Impact factor: 2.714

5.  Firing statistics of a neuron model driven by long-range correlated noise.

Authors:  J W Middleton; M J Chacron; B Lindner; A Longtin
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2003-08-28

6.  Interspike interval statistics of neurons driven by colored noise.

Authors:  Benjamin Lindner
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2004-02-27

7.  Models of stochastic biperiodic oscillations and extended serial correlations in electroreceptors of paddlefish.

Authors:  Alexander B Neiman; David F Russell
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2005-06-23

8.  First passage time densities in resonate-and-fire models.

Authors:  T Verechtchaguina; I M Sokolov; L Schimansky-Geier
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2006-03-13

9.  Spontaneous firing statistics and information transfer in electroreceptors of paddlefish.

Authors:  Ibiyinka Fuwape; Alexander B Neiman
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2008-11-24

10.  Interspike interval statistics of a leaky integrate-and-fire neuron driven by Gaussian noise with large correlation times.

Authors:  Tilo Schwalger; Lutz Schimansky-Geier
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2008-03-14
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  7 in total

1.  Spontaneous dynamics and response properties of a Hodgkin-Huxley-type neuron model driven by harmonic synaptic noise.

Authors:  Hoai Nguyen; Alexander B Neiman
Journal:  Eur Phys J Spec Top       Date:  2010-09       Impact factor: 2.707

Review 2.  Nonrenewal spike train statistics: causes and functional consequences on neural coding.

Authors:  Oscar Avila-Akerberg; Maurice J Chacron
Journal:  Exp Brain Res       Date:  2011-01-26       Impact factor: 1.972

3.  Noise Shaping in Neural Populations with Global Delayed Feedback.

Authors:  O Ávila Åkerberg; M J Chacron
Journal:  Math Model Nat Phenom       Date:  2010-01-01       Impact factor: 4.157

Review 4.  Sensory-evoked synaptic integration in cerebellar and cerebral cortical neurons.

Authors:  Paul Chadderton; Andreas T Schaefer; Stephen R Williams; Troy W Margrie
Journal:  Nat Rev Neurosci       Date:  2014-01-17       Impact factor: 34.870

5.  How noisy adaptation of neurons shapes interspike interval histograms and correlations.

Authors:  Tilo Schwalger; Karin Fisch; Jan Benda; Benjamin Lindner
Journal:  PLoS Comput Biol       Date:  2010-12-16       Impact factor: 4.475

6.  Identifying temporal codes in spontaneously active sensory neurons.

Authors:  Alexander B Neiman; David F Russell; Michael H Rowe
Journal:  PLoS One       Date:  2011-11-08       Impact factor: 3.240

7.  Characteristic effects of stochastic oscillatory forcing on neural firing: analytical theory and comparison to paddlefish electroreceptor data.

Authors:  Christoph Bauermeister; Tilo Schwalger; David F Russell; Alexander B Neiman; Benjamin Lindner
Journal:  PLoS Comput Biol       Date:  2013-08-15       Impact factor: 4.475

  7 in total

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