Literature DB >> 23785144

Decoding working memory of stimulus contrast in early visual cortex.

Yue Xing1, Tim Ledgeway, Paul V McGraw, Denis Schluppeck.   

Abstract

Most studies of the early stages of visual analysis (V1-V3) have focused on the properties of neurons that support processing of elemental features of a visual stimulus or scene, such as local contrast, orientation, or direction of motion. Recent evidence from electrophysiology and neuroimaging studies, however, suggests that early visual cortex may also play a role in retaining stimulus representations in memory for short periods. For example, fMRI responses obtained during the delay period between two presentations of an oriented visual stimulus can be used to decode the remembered stimulus orientation with multivariate pattern analysis. Here, we investigated whether orientation is a special case or if this phenomenon generalizes to working memory traces of other visual features. We found that multivariate classification of fMRI signals from human visual cortex could be used to decode the contrast of a perceived stimulus even when the mean response changes were accounted for, suggesting some consistent spatial signal for contrast in these areas. Strikingly, we found that fMRI responses also supported decoding of contrast when the stimulus had to be remembered. Furthermore, classification generalized from perceived to remembered stimuli and vice versa, implying that the corresponding pattern of responses in early visual cortex were highly consistent. In additional analyses, we show that stimulus decoding here is driven by biases depending on stimulus eccentricity. This places important constraints on the interpretation for decoding stimulus properties for which cortical processing is known to vary with eccentricity, such as contrast, color, spatial frequency, and temporal frequency.

Entities:  

Mesh:

Substances:

Year:  2013        PMID: 23785144      PMCID: PMC3722490          DOI: 10.1523/JNEUROSCI.3754-12.2013

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  63 in total

1.  Dissociation of human caudate nucleus activity in spatial and nonspatial working memory: an event-related fMRI study.

Authors:  B R Postle; M D'Esposito
Journal:  Brain Res Cogn Brain Res       Date:  1999-07-16

2.  Spikes versus BOLD: what does neuroimaging tell us about neuronal activity?

Authors:  D J Heeger; A C Huk; W S Geisler; D G Albrecht
Journal:  Nat Neurosci       Date:  2000-07       Impact factor: 24.884

3.  Sustained activity in topographic areas of human posterior parietal cortex during memory-guided saccades.

Authors:  Denis Schluppeck; Clayton E Curtis; Paul W Glimcher; David J Heeger
Journal:  J Neurosci       Date:  2006-05-10       Impact factor: 6.167

Review 4.  Advances in functional and structural MR image analysis and implementation as FSL.

Authors:  Stephen M Smith; Mark Jenkinson; Mark W Woolrich; Christian F Beckmann; Timothy E J Behrens; Heidi Johansen-Berg; Peter R Bannister; Marilena De Luca; Ivana Drobnjak; David E Flitney; Rami K Niazy; James Saunders; John Vickers; Yongyue Zhang; Nicola De Stefano; J Michael Brady; Paul M Matthews
Journal:  Neuroimage       Date:  2004       Impact factor: 6.556

5.  Only some spatial patterns of fMRI response are read out in task performance.

Authors:  Mark A Williams; Sabin Dang; Nancy G Kanwisher
Journal:  Nat Neurosci       Date:  2007-05-07       Impact factor: 24.884

Review 6.  Memory in the cortex of the primate.

Authors:  J M Fuster
Journal:  Biol Res       Date:  1995       Impact factor: 5.612

7.  Contrast discrimination in peripheral vision.

Authors:  G E Legge; D Kersten
Journal:  J Opt Soc Am A       Date:  1987-08       Impact factor: 2.129

8.  Identifying natural images from human brain activity.

Authors:  Kendrick N Kay; Thomas Naselaris; Ryan J Prenger; Jack L Gallant
Journal:  Nature       Date:  2008-03-05       Impact factor: 49.962

9.  Modulation of activity in human visual area V1 during memory masking.

Authors:  Markus H Sneve; Dag Alnæs; Tor Endestad; Mark W Greenlee; Svein Magnussen
Journal:  PLoS One       Date:  2011-04-15       Impact factor: 3.240

10.  The potential importance of saturating and supersaturating contrast response functions in visual cortex.

Authors:  Jonathan W Peirce
Journal:  J Vis       Date:  2007-04-30       Impact factor: 2.240

View more
  25 in total

1.  Saccade planning evokes topographically specific activity in the dorsal and ventral streams.

Authors:  Golbarg T Saber; Franco Pestilli; Clayton E Curtis
Journal:  J Neurosci       Date:  2015-01-07       Impact factor: 6.167

2.  Spatial specificity of working memory representations in the early visual cortex.

Authors:  Michael S Pratte; Frank Tong
Journal:  J Vis       Date:  2014-03-19       Impact factor: 2.240

3.  Visual Memories Bypass Normalization.

Authors:  Ilona M Bloem; Yurika L Watanabe; Melissa M Kibbe; Sam Ling
Journal:  Psychol Sci       Date:  2018-03-29

4.  Distributed and dynamic storage of working memory stimulus information in extrastriate cortex.

Authors:  Kartik K Sreenivasan; Jason Vytlacil; Mark D'Esposito
Journal:  J Cogn Neurosci       Date:  2014-01-06       Impact factor: 3.225

5.  A voxel-wise encoding model for early visual areas decodes mental images of remembered scenes.

Authors:  Thomas Naselaris; Cheryl A Olman; Dustin E Stansbury; Kamil Ugurbil; Jack L Gallant
Journal:  Neuroimage       Date:  2014-10-29       Impact factor: 6.556

6.  Working Memory: From Neural Activity to the Sentient Mind.

Authors:  Russell J Jaffe; Christos Constantinidis
Journal:  Compr Physiol       Date:  2021-09-23       Impact factor: 8.915

Review 7.  Revisiting the role of persistent neural activity during working memory.

Authors:  Kartik K Sreenivasan; Clayton E Curtis; Mark D'Esposito
Journal:  Trends Cogn Sci       Date:  2014-01-14       Impact factor: 20.229

8.  Reinstatement of associative memories in early visual cortex is signaled by the hippocampus.

Authors:  Sander E Bosch; Janneke F M Jehee; Guillén Fernández; Christian F Doeller
Journal:  J Neurosci       Date:  2014-05-28       Impact factor: 6.167

9.  Drifts in Prefrontal and Parietal Neuronal Activity Influence Working Memory Judgments.

Authors:  Sihai Li; Christos Constantinidis; Xue-Lian Qi
Journal:  Cereb Cortex       Date:  2021-07-05       Impact factor: 5.357

10.  Joint representation of working memory and uncertainty in human cortex.

Authors:  Hsin-Hung Li; Thomas C Sprague; Aspen H Yoo; Wei Ji Ma; Clayton E Curtis
Journal:  Neuron       Date:  2021-09-14       Impact factor: 17.173

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.