Literature DB >> 12597866

Coding of natural scenes in primary visual cortex.

Michael Weliky1, József Fiser, Ruskin H Hunt, David N Wagner.   

Abstract

Natural scene coding in ferret visual cortex was investigated using a new technique for multi-site recording of neuronal activity from the cortical surface. Surface recordings accurately reflected radially aligned layer 2/3 activity. At individual sites, evoked activity to natural scenes was weakly correlated with the local image contrast structure falling within the cells' classical receptive field. However, a population code, derived from activity integrated across cortical sites having retinotopically overlapping receptive fields, correlated strongly with the local image contrast structure. Cell responses demonstrated high lifetime sparseness, population sparseness, and high dispersal values, implying efficient neural coding in terms of information processing. These results indicate that while cells at an individual cortical site do not provide a reliable estimate of the local contrast structure in natural scenes, cell activity integrated across distributed cortical sites is closely related to this structure in the form of a sparse and dispersed code.

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Year:  2003        PMID: 12597866     DOI: 10.1016/s0896-6273(03)00022-9

Source DB:  PubMed          Journal:  Neuron        ISSN: 0896-6273            Impact factor:   17.173


  43 in total

1.  Natural stimulus statistics alter the receptive field structure of v1 neurons.

Authors:  Stephen V David; William E Vinje; Jack L Gallant
Journal:  J Neurosci       Date:  2004-08-04       Impact factor: 6.167

2.  Precise feature based time scales and frequency decorrelation lead to a sparse auditory code.

Authors:  Chen Chen; Heather L Read; Monty A Escabí
Journal:  J Neurosci       Date:  2012-06-20       Impact factor: 6.167

3.  Relationship between spontaneous and evoked spike-time correlations in primate visual cortex.

Authors:  Walter J Jermakowicz; Xin Chen; Ilya Khaytin; A B Bonds; Vivien A Casagrande
Journal:  J Neurophysiol       Date:  2009-02-11       Impact factor: 2.714

4.  Saliency and saccade encoding in the frontal eye field during natural scene search.

Authors:  Hugo L Fernandes; Ian H Stevenson; Adam N Phillips; Mark A Segraves; Konrad P Kording
Journal:  Cereb Cortex       Date:  2013-07-17       Impact factor: 5.357

5.  Cortical activity patterns predict speech discrimination ability.

Authors:  Crystal T Engineer; Claudia A Perez; YeTing H Chen; Ryan S Carraway; Amanda C Reed; Jai A Shetake; Vikram Jakkamsetti; Kevin Q Chang; Michael P Kilgard
Journal:  Nat Neurosci       Date:  2008-04-20       Impact factor: 24.884

6.  Olfactory coding: unusual conductances contribute to sparse neural representation. Focus on "Intrinsic membrane properties and inhibitory synaptic input of Kenyon cells as mechanisms for sparse coding?".

Authors:  Rose C Ong; Mark Stopfer
Journal:  J Neurophysiol       Date:  2009-11-11       Impact factor: 2.714

7.  Sparse coding in striate and extrastriate visual cortex.

Authors:  Ben D B Willmore; James A Mazer; Jack L Gallant
Journal:  J Neurophysiol       Date:  2011-04-06       Impact factor: 2.714

Review 8.  Multiscale modeling of mechanotransduction in the utricle.

Authors:  Jong-Hoon Nam; J W Grant; M H Rowe; E H Peterson
Journal:  J Neurophysiol       Date:  2019-04-17       Impact factor: 2.714

9.  Frequency-band signatures of visual responses to naturalistic input in ferret primary visual cortex during free viewing.

Authors:  Kristin K Sellers; Davis V Bennett; Flavio Fröhlich
Journal:  Brain Res       Date:  2014-12-12       Impact factor: 3.252

10.  Reliability of cortical activity during natural stimulation.

Authors:  Uri Hasson; Rafael Malach; David J Heeger
Journal:  Trends Cogn Sci       Date:  2009-12-11       Impact factor: 20.229

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