Literature DB >> 18352234

Correlation and synchrony transfer in integrate-and-fire neurons: basic properties and consequences for coding.

Eric Shea-Brown1, Kresimir Josić, Jaime de la Rocha, Brent Doiron.   

Abstract

We study how pairs of neurons transfer correlated input currents into correlated spikes. Over rapid time scales, correlation transfer increases with both spike time variability and rate; the dependence on variability disappears at large time scales. This persists for a nonlinear membrane model and for heterogeneous cell pairs, but strong nonmonotonicities follow from refractory effects. We present consequences for population coding and for the encoding of time-varying stimuli.

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Year:  2008        PMID: 18352234     DOI: 10.1103/PhysRevLett.100.108102

Source DB:  PubMed          Journal:  Phys Rev Lett        ISSN: 0031-9007            Impact factor:   9.161


  68 in total

1.  A-current and type I/type II transition determine collective spiking from common input.

Authors:  Andrea K Barreiro; Evan L Thilo; Eric Shea-Brown
Journal:  J Neurophysiol       Date:  2012-06-06       Impact factor: 2.714

2.  Single neuron firing properties impact correlation-based population coding.

Authors:  Sungho Hong; Stéphanie Ratté; Steven A Prescott; Erik De Schutter
Journal:  J Neurosci       Date:  2012-01-25       Impact factor: 6.167

3.  A kinetic theory approach to capturing interneuronal correlation: the feed-forward case.

Authors:  Chin-Yueh Liu; Duane Q Nykamp
Journal:  J Comput Neurosci       Date:  2008-11-06       Impact factor: 1.621

Review 4.  The mechanics of state-dependent neural correlations.

Authors:  Brent Doiron; Ashok Litwin-Kumar; Robert Rosenbaum; Gabriel K Ocker; Krešimir Josić
Journal:  Nat Neurosci       Date:  2016-03       Impact factor: 24.884

5.  Correlations in spiking neuronal networks with distance dependent connections.

Authors:  Birgit Kriener; Moritz Helias; Ad Aertsen; Stefan Rotter
Journal:  J Comput Neurosci       Date:  2009-07-01       Impact factor: 1.621

6.  Topologically invariant macroscopic statistics in balanced networks of conductance-based integrate-and-fire neurons.

Authors:  Pierre Yger; Sami El Boustani; Alain Destexhe; Yves Frégnac
Journal:  J Comput Neurosci       Date:  2011-01-11       Impact factor: 1.621

7.  Finite volume and asymptotic methods for stochastic neuron models with correlated inputs.

Authors:  Robert Rosenbaum; Fabien Marpeau; Jianfu Ma; Aditya Barua; Krešimir Josić
Journal:  J Math Biol       Date:  2011-06-30       Impact factor: 2.259

Review 8.  From the statistics of connectivity to the statistics of spike times in neuronal networks.

Authors:  Gabriel Koch Ocker; Yu Hu; Michael A Buice; Brent Doiron; Krešimir Josić; Robert Rosenbaum; Eric Shea-Brown
Journal:  Curr Opin Neurobiol       Date:  2017-08-30       Impact factor: 6.627

9.  Cooperative and competitive interactions facilitate stereo computations in macaque primary visual cortex.

Authors:  Jason M Samonds; Brian R Potetz; Tai Sing Lee
Journal:  J Neurosci       Date:  2009-12-16       Impact factor: 6.167

10.  Pooling and correlated neural activity.

Authors:  Robert J Rosenbaum; James Trousdale; Kresimir Josić
Journal:  Front Comput Neurosci       Date:  2010-04-19       Impact factor: 2.380

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