Literature DB >> 17468750

Rapid learning in cortical coding of visual scenes.

Haishan Yao1, Lei Shi, Feng Han, Hongfeng Gao, Yang Dan.   

Abstract

Experience-dependent plasticity in adult visual cortex is believed to have important roles in visual coding and perceptual learning. Here we show that repeated stimulation with movies of natural scenes induces a rapid improvement in response reliability in cat visual cortex, whereas stimulation with white noise or flashed bar stimuli does not. The improved reliability can be accounted for by a selective increase in spiking evoked by preferred stimuli, and the magnitude of improvement depends on the sparseness of the response. The increase in reliability persists for at least several minutes in the absence of further movie stimulation. During this period, spontaneous spiking activity shows detectable reverberation of the movie-evoked responses. Thus, repeated exposure to natural stimuli not only induces a rapid improvement in cortical response reliability, but also leaves a 'memory trace' in subsequent spontaneous activity.

Mesh:

Year:  2007        PMID: 17468750     DOI: 10.1038/nn1895

Source DB:  PubMed          Journal:  Nat Neurosci        ISSN: 1097-6256            Impact factor:   24.884


  57 in total

1.  Perceptual learning improves contrast sensitivity of V1 neurons in cats.

Authors:  Tianmiao Hua; Pinglei Bao; Chang-Bing Huang; Zhenhua Wang; Jinwang Xu; Yifeng Zhou; Zhong-Lin Lu
Journal:  Curr Biol       Date:  2010-05-06       Impact factor: 10.834

2.  Sensory experience modifies spontaneous state dynamics in a large-scale barrel cortical model.

Authors:  Elena Phoka; Mark Wildie; Simon R Schultz; Mauricio Barahona
Journal:  J Comput Neurosci       Date:  2012-03-09       Impact factor: 1.621

3.  Generalization of learning by synchronous waves: from perceptual organization to invariant organization.

Authors:  David M Alexander; Chris Trengove; Phillip E Sheridan; Cees van Leeuwen
Journal:  Cogn Neurodyn       Date:  2010-12-10       Impact factor: 5.082

4.  Spiking neurons that keep the rhythm.

Authors:  Jean-Philippe Thivierge; Paul Cisek
Journal:  J Comput Neurosci       Date:  2010-10-01       Impact factor: 1.621

5.  Spontaneous Fluctuations in Visual Cortical Responses Influence Population Coding Accuracy.

Authors:  Diego A Gutnisky; Charles B Beaman; Sergio E Lew; Valentin Dragoi
Journal:  Cereb Cortex       Date:  2017-02-01       Impact factor: 5.357

Review 6.  Visual perceptual learning.

Authors:  Zhong-Lin Lu; Tianmiao Hua; Chang-Bing Huang; Yifeng Zhou; Barbara Anne Dosher
Journal:  Neurobiol Learn Mem       Date:  2010-09-24       Impact factor: 2.877

7.  A hierarchy of temporal receptive windows in human cortex.

Authors:  Uri Hasson; Eunice Yang; Ignacio Vallines; David J Heeger; Nava Rubin
Journal:  J Neurosci       Date:  2008-03-05       Impact factor: 6.167

Review 8.  Behavioral states, network states, and sensory response variability.

Authors:  Alfredo Fontanini; Donald B Katz
Journal:  J Neurophysiol       Date:  2008-07-09       Impact factor: 2.714

9.  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

10.  Neuronal avalanches imply maximum dynamic range in cortical networks at criticality.

Authors:  Woodrow L Shew; Hongdian Yang; Thomas Petermann; Rajarshi Roy; Dietmar Plenz
Journal:  J Neurosci       Date:  2009-12-09       Impact factor: 6.167

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