Literature DB >> 34290247

Temporal stability of stimulus representation increases along rodent visual cortical hierarchies.

Eugenio Piasini1, Liviu Soltuzu2,3, Paolo Muratore2, Riccardo Caramellino2, Kasper Vinken4,5, Hans Op de Beeck6, Vijay Balasubramanian1, Davide Zoccolan7.   

Abstract

Cortical representations of brief, static stimuli become more invariant to identity-preserving transformations along the ventral stream. Likewise, increased invariance along the visual hierarchy should imply greater temporal persistence of temporally structured dynamic stimuli, possibly complemented by temporal broadening of neuronal receptive fields. However, such stimuli could engage adaptive and predictive processes, whose impact on neural coding dynamics is unknown. By probing the rat analog of the ventral stream with movies, we uncovered a hierarchy of temporal scales, with deeper areas encoding visual information more persistently. Furthermore, the impact of intrinsic dynamics on the stability of stimulus representations grew gradually along the hierarchy. A database of recordings from mouse showed similar trends, additionally revealing dependencies on the behavioral state. Overall, these findings show that visual representations become progressively more stable along rodent visual processing hierarchies, with an important contribution provided by intrinsic processing.
© 2021. The Author(s).

Entities:  

Mesh:

Year:  2021        PMID: 34290247     DOI: 10.1038/s41467-021-24456-3

Source DB:  PubMed          Journal:  Nat Commun        ISSN: 2041-1723            Impact factor:   14.919


  63 in total

1.  Hierarchical models of object recognition in cortex.

Authors:  M Riesenhuber; T Poggio
Journal:  Nat Neurosci       Date:  1999-11       Impact factor: 24.884

2.  Untangling invariant object recognition.

Authors:  James J DiCarlo; David D Cox
Journal:  Trends Cogn Sci       Date:  2007-07-16       Impact factor: 20.229

3.  What response properties do individual neurons need to underlie position and clutter "invariant" object recognition?

Authors:  Nuo Li; David D Cox; Davide Zoccolan; James J DiCarlo
Journal:  J Neurophysiol       Date:  2009-05-13       Impact factor: 2.714

4.  Performance-optimized hierarchical models predict neural responses in higher visual cortex.

Authors:  Daniel L K Yamins; Ha Hong; Charles F Cadieu; Ethan A Solomon; Darren Seibert; James J DiCarlo
Journal:  Proc Natl Acad Sci U S A       Date:  2014-05-08       Impact factor: 11.205

5.  Explicit information for category-orthogonal object properties increases along the ventral stream.

Authors:  Ha Hong; Daniel L K Yamins; Najib J Majaj; James J DiCarlo
Journal:  Nat Neurosci       Date:  2016-02-22       Impact factor: 24.884

6.  A Large-Scale Circuit Mechanism for Hierarchical Dynamical Processing in the Primate Cortex.

Authors:  Rishidev Chaudhuri; Kenneth Knoblauch; Marie-Alice Gariel; Henry Kennedy; Xiao-Jing Wang
Journal:  Neuron       Date:  2015-10-01       Impact factor: 17.173

7.  Selectivity and tolerance ("invariance") both increase as visual information propagates from cortical area V4 to IT.

Authors:  Nicole C Rust; James J Dicarlo
Journal:  J Neurosci       Date:  2010-09-29       Impact factor: 6.167

8.  How does the brain solve visual object recognition?

Authors:  James J DiCarlo; Davide Zoccolan; Nicole C Rust
Journal:  Neuron       Date:  2012-02-09       Impact factor: 17.173

Review 9.  Invariant visual object recognition and shape processing in rats.

Authors:  Davide Zoccolan
Journal:  Behav Brain Res       Date:  2015-01-02       Impact factor: 3.332

10.  Signals in inferotemporal and perirhinal cortex suggest an untangling of visual target information.

Authors:  Marino Pagan; Luke S Urban; Margot P Wohl; Nicole C Rust
Journal:  Nat Neurosci       Date:  2013-06-23       Impact factor: 24.884

View more
  5 in total

Review 1.  The structures and functions of correlations in neural population codes.

Authors:  Stefano Panzeri; Monica Moroni; Houman Safaai; Christopher D Harvey
Journal:  Nat Rev Neurosci       Date:  2022-06-22       Impact factor: 38.755

Review 2.  Efficient Temporal Coding in the Early Visual System: Existing Evidence and Future Directions.

Authors:  Byron H Price; Jeffrey P Gavornik
Journal:  Front Comput Neurosci       Date:  2022-07-04       Impact factor: 3.387

3.  Rat sensitivity to multipoint statistics is predicted by efficient coding of natural scenes.

Authors:  Riccardo Caramellino; Eugenio Piasini; Andrea Buccellato; Anna Carboncino; Vijay Balasubramanian; Davide Zoccolan
Journal:  Elife       Date:  2021-12-07       Impact factor: 8.140

4.  Motor-related signals support localization invariance for stable visual perception.

Authors:  Andrea Benucci
Journal:  PLoS Comput Biol       Date:  2022-03-14       Impact factor: 4.475

5.  Rats spontaneously perceive global motion direction of drifting plaids.

Authors:  Giulio Matteucci; Benedetta Zattera; Rosilari Bellacosa Marotti; Davide Zoccolan
Journal:  PLoS Comput Biol       Date:  2021-09-14       Impact factor: 4.475

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.