Literature DB >> 22128554

Probabilities in implicit learning.

Philip Tseng1, Tzu-Yu Hsu, Ovid J L Tzeng, Daisy L Hung, Chi-Hung Juan.   

Abstract

The visual system possesses a remarkable ability in learning regularities from the environment. In the case of contextual cuing, predictive visual contexts such as spatial configurations are implicitly learned, retained, and used to facilitate visual search-all without one's subjective awareness and conscious effort. Here we investigated whether implicit learning and its facilitatory effects are sensitive to the statistical property of such implicit knowledge. In other words, are highly probable events learned better than less probable ones even when such learning is implicit? We systematically varied the frequencies of context repetition to alter the degrees of learning. Our results showed that search efficiency increased consistently as contextual probabilities increased. Thus, the visual contexts, along with their probability of occurrences, were both picked up by the visual system. Furthermore, even when the total number of exposures was held constant between each probability, the highest probability still enjoyed a greater cuing effect, suggesting that the temporal aspect of implicit learning is also an important factor to consider in addition to the effect of mere frequency. Together, these findings suggest that implicit learning, although bypassing observers' conscious encoding and retrieval effort, behaves much like explicit learning in the sense that its facilitatory effect also varies as a function of its associative strengths.

Mesh:

Year:  2011        PMID: 22128554     DOI: 10.1068/p6833

Source DB:  PubMed          Journal:  Perception        ISSN: 0301-0066            Impact factor:   1.490


  6 in total

1.  Distractor probabilities modulate flanker task performance.

Authors:  Eli Bulger; Barbara G Shinn-Cunningham; Abigail L Noyce
Journal:  Atten Percept Psychophys       Date:  2020-11-01       Impact factor: 2.199

2.  Here today, gone tomorrow--adaptation to change in memory-guided visual search.

Authors:  Martina Zellin; Markus Conci; Adrian von Mühlenen; Hermann J Müller
Journal:  PLoS One       Date:  2013-03-15       Impact factor: 3.240

Review 3.  Underpowered samples, false negatives, and unconscious learning.

Authors:  Miguel A Vadillo; Emmanouil Konstantinidis; David R Shanks
Journal:  Psychon Bull Rev       Date:  2016-02

4.  The dorsal attentional system in oculomotor learning of predictive information.

Authors:  Philip Tseng; Chi-Fu Chang; Hui-Yan Chiau; Wei-Kuang Liang; Chia-Lun Liu; Tzu-Yu Hsu; Daisy L Hung; Ovid J L Tzeng; Chi-Hung Juan
Journal:  Front Hum Neurosci       Date:  2013-08-02       Impact factor: 3.169

5.  Global Repetition Influences Contextual Cueing.

Authors:  Xuelian Zang; Artyom Zinchenko; Lina Jia; Leonardo Assumpção; Hong Li
Journal:  Front Psychol       Date:  2018-03-27

6.  Anodal and Cathodal tDCS Over the Right Frontal Eye Fields Impacts Spatial Probability Processing Differently in Pro- and Anti-saccades.

Authors:  Philip Tseng; Mu-Chen Wang; Yu-Hui Lo; Chi-Hung Juan
Journal:  Front Neurosci       Date:  2018-06-27       Impact factor: 4.677

  6 in total

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