Literature DB >> 17709240

Analyzing the activity of large populations of neurons: how tractable is the problem?

Sheila H Nirenberg1, Jonathan D Victor.   

Abstract

Understanding how the brain performs computations requires understanding neuronal firing patterns at successive levels of processing-a daunting and seemingly intractable task. Two recent studies have made dramatic progress on this problem by showing how its dimensionality can be reduced. Using the retina as a model system, they demonstrated that multineuronal firing patterns can be predicted by pairwise interactions.

Mesh:

Year:  2007        PMID: 17709240      PMCID: PMC2911481          DOI: 10.1016/j.conb.2007.07.002

Source DB:  PubMed          Journal:  Curr Opin Neurobiol        ISSN: 0959-4388            Impact factor:   6.627


  19 in total

1.  Stochastic nature of precisely timed spike patterns in visual system neuronal responses.

Authors:  M W Oram; M C Wiener; R Lestienne; B J Richmond
Journal:  J Neurophysiol       Date:  1999-06       Impact factor: 2.714

2.  Information-geometric measure for neural spikes.

Authors:  Hiroyuki Nakahara; Shun-ichi Amari
Journal:  Neural Comput       Date:  2002-10       Impact factor: 2.026

3.  Organization of cell assemblies in the hippocampus.

Authors:  Kenneth D Harris; Jozsef Csicsvari; Hajime Hirase; George Dragoi; György Buzsáki
Journal:  Nature       Date:  2003-07-31       Impact factor: 49.962

4.  Cooperative synchronized assemblies enhance orientation discrimination.

Authors:  Jason M Samonds; John D Allison; Heather A Brown; A B Bonds
Journal:  Proc Natl Acad Sci U S A       Date:  2004-04-19       Impact factor: 11.205

5.  Synchronous activity in cat visual cortex encodes collinear and cocircular contours.

Authors:  Jason M Samonds; Zhiyi Zhou; Melanie R Bernard; A B Bonds
Journal:  J Neurophysiol       Date:  2005-12-14       Impact factor: 2.714

6.  Temporal encoding of place sequences by hippocampal cell assemblies.

Authors:  George Dragoi; György Buzsáki
Journal:  Neuron       Date:  2006-04-06       Impact factor: 17.173

7.  Relations between the statistics of natural images and the response properties of cortical cells.

Authors:  D J Field
Journal:  J Opt Soc Am A       Date:  1987-12       Impact factor: 2.129

8.  Maximum-entropy approximations of stochastic nonlinear transductions: an extension of the Wiener theory.

Authors:  J D Victor; P Johannesma
Journal:  Biol Cybern       Date:  1986       Impact factor: 2.086

9.  Correlated firing of cat retinal ganglion cells. I. Spontaneously active inputs to X- and Y-cells.

Authors:  D N Mastronarde
Journal:  J Neurophysiol       Date:  1983-02       Impact factor: 2.714

10.  Correlated firing of cat retinal ganglion cells. II. Responses of X- and Y-cells to single quantal events.

Authors:  D N Mastronarde
Journal:  J Neurophysiol       Date:  1983-02       Impact factor: 2.714

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  14 in total

1.  Local image statistics: maximum-entropy constructions and perceptual salience.

Authors:  Jonathan D Victor; Mary M Conte
Journal:  J Opt Soc Am A Opt Image Sci Vis       Date:  2012-07-01       Impact factor: 2.129

Review 2.  Inconvenient truths about neural processing in primary motor cortex.

Authors:  Stephen H Scott
Journal:  J Physiol       Date:  2008-01-10       Impact factor: 5.182

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

4.  Neuronal couplings between retinal ganglion cells inferred by efficient inverse statistical physics methods.

Authors:  Simona Cocco; Stanislas Leibler; Rémi Monasson
Journal:  Proc Natl Acad Sci U S A       Date:  2009-07-31       Impact factor: 11.205

5.  Information theory in neuroscience.

Authors:  Alexander G Dimitrov; Aurel A Lazar; Jonathan D Victor
Journal:  J Comput Neurosci       Date:  2011-02       Impact factor: 1.621

6.  SPIKY: a graphical user interface for monitoring spike train synchrony.

Authors:  Thomas Kreuz; Mario Mulansky; Nebojsa Bozanic
Journal:  J Neurophysiol       Date:  2015-03-04       Impact factor: 2.714

7.  Spatial quantification of the synaptic activity phenotype across large populations of neurons with Markov random fields.

Authors:  Sean Robinson; Michael J Courtney
Journal:  Bioinformatics       Date:  2018-09-15       Impact factor: 6.937

8.  Hierarchical interaction structure of neural activities in cortical slice cultures.

Authors:  Gustavo S Santos; Elakkat D Gireesh; Dietmar Plenz; Hiroyuki Nakahara
Journal:  J Neurosci       Date:  2010-06-30       Impact factor: 6.167

9.  Ideal observer analysis of signal quality in retinal circuits.

Authors:  Robert G Smith; Narender K Dhingra
Journal:  Prog Retin Eye Res       Date:  2009-05-13       Impact factor: 21.198

10.  The structure of large-scale synchronized firing in primate retina.

Authors:  Jonathon Shlens; Greg D Field; Jeffrey L Gauthier; Martin Greschner; Alexander Sher; Alan M Litke; E J Chichilnisky
Journal:  J Neurosci       Date:  2009-04-15       Impact factor: 6.167

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