Literature DB >> 27936270

The relative contribution of noise and adaptation to competition during tri-stable motion perception.

Andrew Isaac Meso1, James Rankin2, Olivier Faugeras3, Pierre Kornprobst4, Guillaume S Masson5.   

Abstract

Animals exploit antagonistic interactions for sensory processing and these can cause oscillations between competing states. Ambiguous sensory inputs yield such perceptual multistability. Despite numerous empirical studies using binocular rivalry or plaid pattern motion, the driving mechanisms behind the spontaneous transitions between alternatives remain unclear. In the current work, we used a tristable barber pole motion stimulus combining empirical and modeling approaches to elucidate the contributions of noise and adaptation to underlying competition. We first robustly characterized the coupling between perceptual reports of transitions and continuously recorded eye direction, identifying a critical window of 480 ms before button presses, within which both measures were most strongly correlated. Second, we identified a novel nonmonotonic relationship between stimulus contrast and average perceptual switching rate with an initially rising rate before a gentle reduction at higher contrasts. A neural fields model of the underlying dynamics introduced in previous theoretical work and incorporating noise and adaptation mechanisms was adapted, extended, and empirically validated. Noise and adaptation contributions were confirmed to dominate at the lower and higher contrasts, respectively. Model simulations, with two free parameters controlling adaptation dynamics and direction thresholds, captured the measured mean transition rates for participants. We verified the shift from noise-dominated toward adaptation-driven in both the eye direction distributions and intertransition duration statistics. This work combines modeling and empirical evidence to demonstrate the signal-strength-dependent interplay between noise and adaptation during tristability. We propose that the findings generalize beyond the barber pole stimulus case to ambiguous perception in continuous feature spaces.

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Year:  2016        PMID: 27936270     DOI: 10.1167/16.15.6

Source DB:  PubMed          Journal:  J Vis        ISSN: 1534-7362            Impact factor:   2.240


  7 in total

1.  Attention model of binocular rivalry.

Authors:  Hsin-Hung Li; James Rankin; John Rinzel; Marisa Carrasco; David J Heeger
Journal:  Proc Natl Acad Sci U S A       Date:  2017-07-10       Impact factor: 11.205

2.  Speed Estimation for Visual Tracking Emerges Dynamically from Nonlinear Frequency Interactions.

Authors:  Andrew Isaac Meso; Nikos Gekas; Pascal Mamassian; Guillaume S Masson
Journal:  eNeuro       Date:  2022-05-13

3.  Scene Regularity Interacts With Individual Biases to Modulate Perceptual Stability.

Authors:  Qinglin Li; Andrew Isaac Meso; Nikos K Logothetis; Georgios A Keliris
Journal:  Front Neurosci       Date:  2019-05-28       Impact factor: 4.677

4.  Recurrent network dynamics reconciles visual motion segmentation and integration.

Authors:  N V Kartheek Medathati; James Rankin; Andrew I Meso; Pierre Kornprobst; Guillaume S Masson
Journal:  Sci Rep       Date:  2017-09-12       Impact factor: 4.379

5.  Long-Range Temporal Correlations in Alpha Oscillations Stabilize Perception of Ambiguous Visual Stimuli.

Authors:  Francesca Sangiuliano Intra; Arthur-Ervin Avramiea; Mona Irrmischer; Simon-Shlomo Poil; Huibert D Mansvelder; Klaus Linkenkaer-Hansen
Journal:  Front Hum Neurosci       Date:  2018-04-24       Impact factor: 3.169

6.  Globally Normal Bistable Motion Perception of Anisometropic Amblyopes May Profit From an Unusual Coding Mechanism.

Authors:  Jiachen Liu; Yifeng Zhou; Tzvetomir Tzvetanov
Journal:  Front Neurosci       Date:  2018-06-07       Impact factor: 4.677

7.  Perceptual rivalry with vibrotactile stimuli.

Authors:  Farzaneh Darki; James Rankin
Journal:  Atten Percept Psychophys       Date:  2021-04-22       Impact factor: 2.199

  7 in total

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