Literature DB >> 24627459

Noise and adaptation in multistable perception: noise drives when to switch, adaptation determines percept choice.

Gemma Huguet1, John Rinzel, Jean-Michel Hupé.   

Abstract

We study the dynamics of perceptual switching in ambiguous visual scenes that admit more than two interpretations/percepts to gain insight into the dynamics of perceptual multistability and its underlying neural mechanisms. We focus on visual plaids that are tristable and we present both experimental and computational results. We develop a firing-rate model based on mutual inhibition and adaptation that involves stochastic dynamics of multiple-attractor systems. The model can account for the dynamic properties (transition probabilities, distributions of percept durations, etc.) observed in the experiments. Noise and adaptation have both been shown to play roles in the dynamics of bistable perception. Here, tristable perception allows us to specify the roles of noise and adaptation in our model. Noise is critical in considering the time of a switch. On the other hand, adaptation mechanisms are critical in considering perceptual choice (in tristable perception, each time a percept ends, there is a possible choice between two new percepts).

Keywords:  adaptation; ambiguous stimuli; firing-rate model; noise; perceptual tristability; rivalry; visual plaids

Mesh:

Year:  2014        PMID: 24627459     DOI: 10.1167/14.3.19

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


  17 in total

1.  Auditory multistability and neurotransmitter concentrations in the human brain.

Authors:  Hirohito M Kondo; Dávid Farkas; Susan L Denham; Tomohisa Asai; István Winkler
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-02       Impact factor: 6.237

2.  Dynamics of a Mutual Inhibition Circuit between Pyramidal Neurons Compared to Human Perceptual Competition.

Authors:  Naoki Kogo; Felix B Kern; Thomas Nowotny; Raymond van Ee; Richard van Wezel; Takeshi Aihara
Journal:  J Neurosci       Date:  2020-12-22       Impact factor: 6.167

3.  Bistable perception of ambiguous images: simple Arrhenius model.

Authors:  E Z Meilikhov; R M Farzetdinova
Journal:  Cogn Neurodyn       Date:  2019-09-12       Impact factor: 5.082

4.  Humans Perceive Binocular Rivalry and Fusion in a Tristable Dynamic State.

Authors:  Guillaume Riesen; Anthony M Norcia; Justin L Gardner
Journal:  J Neurosci       Date:  2019-09-13       Impact factor: 6.167

5.  A hierarchical model of perceptual multistability involving interocular grouping.

Authors:  Yunjiao Wang; Zachary P Kilpatrick; Krešimir Josić
Journal:  J Comput Neurosci       Date:  2020-04-27       Impact factor: 1.453

6.  An alternating renewal process describes the buildup of perceptual segregation.

Authors:  Sara A Steele; Daniel Tranchina; John Rinzel
Journal:  Front Comput Neurosci       Date:  2015-01-07       Impact factor: 2.380

Review 7.  Top-down influences on ambiguous perception: the role of stable and transient states of the observer.

Authors:  Lisa Scocchia; Matteo Valsecchi; Jochen Triesch
Journal:  Front Hum Neurosci       Date:  2014-12-08       Impact factor: 3.169

8.  Classifying the Perceptual Interpretations of a Bistable Image Using EEG and Artificial Neural Networks.

Authors:  Alexander E Hramov; Vladimir A Maksimenko; Svetlana V Pchelintseva; Anastasiya E Runnova; Vadim V Grubov; Vyacheslav Yu Musatov; Maksim O Zhuravlev; Alexey A Koronovskii; Alexander N Pisarchik
Journal:  Front Neurosci       Date:  2017-12-04       Impact factor: 4.677

9.  Acute Alcohol Drinking Promotes Piecemeal Percepts during Binocular Rivalry.

Authors:  Dingcai Cao; Xiaohua Zhuang; Para Kang; Sang W Hong; Andrea C King
Journal:  Front Psychol       Date:  2016-04-06

10.  Neuromechanistic Model of Auditory Bistability.

Authors:  James Rankin; Elyse Sussman; John Rinzel
Journal:  PLoS Comput Biol       Date:  2015-11-12       Impact factor: 4.475

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