Literature DB >> 35927035

Dynamics and Mechanisms of Contrast-Dependent Modulation of Spatial-Frequency Tuning in the Early Visual Cortex.

Hiroki Tanaka1,2, Ryohei Sawada3.   

Abstract

The spatial-frequency (SF) tuning of neurons in the early visual cortex is adjusted for stimulus contrast. As the contrast increases, SF tuning is modulated so that the transmission of fine features is facilitated. A variety of mechanisms are involved in shaping SF tunings, but those responsible for the contrast-dependent modulations are unclear. To address this, we measured the time course of SF tunings of area 17 neurons in male cats under different contrasts with a reverse correlation. After response onset, the optimal SF continuously shifted to a higher SF over time, with a larger shift for higher contrast. At high contrast, whereas neurons with a large shift of optimal SF exhibited a large bandwidth decrease, those with a negligible shift increased the bandwidth over time. Between these two extremes, the degree of SF shift and bandwidth change continuously varied. At low contrast, bandwidth generally decreased over time. These dynamic effects enhanced the processing of high-frequency range under a high-contrast condition and allowed time-average SF tuning curves to show contrast-dependent modulation, like that of steady-state SF tuning curves reported previously. Combinations of two mechanisms, one that decreases bandwidth and shifts optimal SF, and another that increases bandwidth without shifting optimal SF, would explain the full range of SF tuning dynamics. Our results indicate that one of the essential roles of tuning dynamics of area 17 neurons, which have been observed for various visual features, is to adjust tunings depending on contrast.SIGNIFICANCE STATEMENT The spatial scales of features transmitted by cortical neurons are adjusted depending on stimulus contrast. However, the underlying mechanism is not fully understood. We measured the time course of spatial frequency tunings of cat area 17 neurons under different contrast conditions and observed a variety of dynamic effects that contributed to spatial-scale adjustment, allowing neurons to adjust their spatial frequency tuning range depending on contrast. Our results suggest that one of the essential roles of tuning dynamics of area 17 neurons, which have been observed for various visual features, is to adjust tunings depending on contrast.
Copyright © 2022 the authors.

Entities:  

Keywords:  coarse-to-fine processing; contrast modulation; spatial frequency tuning; tuning dynamics; visual cortex

Mesh:

Year:  2022        PMID: 35927035      PMCID: PMC9480874          DOI: 10.1523/JNEUROSCI.2086-21.2022

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.709


  49 in total

1.  Spatial frequency and orientation tuning dynamics in area V1.

Authors:  James A Mazer; William E Vinje; Josh McDermott; Peter H Schiller; Jack L Gallant
Journal:  Proc Natl Acad Sci U S A       Date:  2002-01-29       Impact factor: 11.205

2.  Stereoscopic depth processing in the visual cortex: a coarse-to-fine mechanism.

Authors:  Michael D Menz; Ralph D Freeman
Journal:  Nat Neurosci       Date:  2003-01       Impact factor: 24.884

3.  Independence of luminance and contrast in natural scenes and in the early visual system.

Authors:  Valerio Mante; Robert A Frazor; Vincent Bonin; Wilson S Geisler; Matteo Carandini
Journal:  Nat Neurosci       Date:  2005-11-13       Impact factor: 24.884

4.  A computational theory of human stereo vision.

Authors:  D Marr; T Poggio
Journal:  Proc R Soc Lond B Biol Sci       Date:  1979-05-23

5.  The effects of contrast on visual orientation and spatial frequency discrimination: a comparison of single cells and behavior.

Authors:  B C Skottun; A Bradley; G Sclar; I Ohzawa; R D Freeman
Journal:  J Neurophysiol       Date:  1987-03       Impact factor: 2.714

6.  Local organization of spatial frequency tuning dynamics in the cat visual areas 17 and 18.

Authors:  Hiroki Tanaka; Izumi Ohzawa
Journal:  J Neurophysiol       Date:  2020-06-10       Impact factor: 2.714

7.  Optical imaging of the layout of functional domains in area 17 and across the area 17/18 border in cat visual cortex.

Authors:  T Bonhoeffer; D S Kim; D Malonek; D Shoham; A Grinvald
Journal:  Eur J Neurosci       Date:  1995-09-01       Impact factor: 3.386

8.  Synaptic Mechanisms of Feature Coding in the Visual Cortex of Awake Mice.

Authors:  Hillel Adesnik
Journal:  Neuron       Date:  2017-08-30       Impact factor: 17.173

9.  Stimulus contrast modulates functional connectivity in visual cortex.

Authors:  Ian Nauhaus; Laura Busse; Matteo Carandini; Dario L Ringach
Journal:  Nat Neurosci       Date:  2008-11-23       Impact factor: 24.884

10.  Top-down feedback controls spatial summation and response amplitude in primate visual cortex.

Authors:  Lauri Nurminen; Sam Merlin; Maryam Bijanzadeh; Frederick Federer; Alessandra Angelucci
Journal:  Nat Commun       Date:  2018-06-11       Impact factor: 14.919

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