Literature DB >> 29150414

Constraints on Statistical Learning Across Species.

Chiara Santolin1, Jenny R Saffran2.   

Abstract

Both human and nonhuman organisms are sensitive to statistical regularities in sensory inputs that support functions including communication, visual processing, and sequence learning. One of the issues faced by comparative research in this field is the lack of a comprehensive theory to explain the relevance of statistical learning across distinct ecological niches. In the current review we interpret cross-species research on statistical learning based on the perceptual and cognitive mechanisms that characterize the human and nonhuman models under investigation. Considering statistical learning as an essential part of the cognitive architecture of an animal will help to uncover the potential ecological functions of this powerful learning process.
Copyright © 2017 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  comparative psychology; infancy; statistical learning

Mesh:

Year:  2017        PMID: 29150414      PMCID: PMC5777226          DOI: 10.1016/j.tics.2017.10.003

Source DB:  PubMed          Journal:  Trends Cogn Sci        ISSN: 1364-6613            Impact factor:   20.229


  97 in total

Review 1.  God's organism? The chick as a model system for memory studies.

Authors:  S P Rose
Journal:  Learn Mem       Date:  2000-01       Impact factor: 2.460

2.  Overlapping mechanisms of attention and spatial working memory.

Authors:  E Awh; J Jonides
Journal:  Trends Cogn Sci       Date:  2001-03-01       Impact factor: 20.229

3.  Delayed-response learning in the marmoset and the macaque.

Authors:  R C MILES
Journal:  J Comp Physiol Psychol       Date:  1957-08

4.  Learning sets in marmosets.

Authors:  R C MILES; D R MEYER
Journal:  J Comp Physiol Psychol       Date:  1956-06

5.  Language evolution: semantic combinations in primate calls.

Authors:  Kate Arnold; Klaus Zuberbühler
Journal:  Nature       Date:  2006-05-18       Impact factor: 49.962

Review 6.  Whatever next? Predictive brains, situated agents, and the future of cognitive science.

Authors:  Andy Clark
Journal:  Behav Brain Sci       Date:  2013-05-10       Impact factor: 12.579

7.  Titi monkey call sequences vary with predator location and type.

Authors:  Cristiane Cäsar; Klaus Zuberbühler; Robert J Young; Richard W Byrne
Journal:  Biol Lett       Date:  2013-09-04       Impact factor: 3.703

8.  Decreased fecal corticosterone levels due to domestication: a comparison between the white-backed Munia (Lonchura striata) and its domesticated strain, the Bengalese finch (Lonchura striata var. domestica) with a suggestion for complex song evolution.

Authors:  Kenta Suzuki; Hiroko Yamada; Tetsuya Kobayashi; Kazuo Okanoya
Journal:  J Exp Zool A Ecol Genet Physiol       Date:  2012-08-27

9.  Limitations on input as a basis for neural organization and perceptual development: a preliminary theoretical statement.

Authors:  G Turkewitz; P A Kenny
Journal:  Dev Psychobiol       Date:  1982-07       Impact factor: 3.038

10.  Many faces, one rule: the role of perceptual expertise in infants' sequential rule learning.

Authors:  Hermann Bulf; Viola Brenna; Eloisa Valenza; Scott P Johnson; Chiara Turati
Journal:  Front Psychol       Date:  2015-10-21
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  28 in total

1.  Long-term implicit memory for sequential auditory patterns in humans.

Authors:  Roberta Bianco; Peter Mc Harrison; Mingyue Hu; Cora Bolger; Samantha Picken; Marcus T Pearce; Maria Chait
Journal:  Elife       Date:  2020-05-18       Impact factor: 8.140

2.  QnAs with Richard N. Aslin.

Authors:  Brian Doctrow
Journal:  Proc Natl Acad Sci U S A       Date:  2020-10-14       Impact factor: 11.205

3.  Automated Study Challenges the Existence of a Foundational Statistical-Learning Ability in Newborn Chicks.

Authors:  Samantha M W Wood; Scott P Johnson; Justin N Wood
Journal:  Psychol Sci       Date:  2019-10-15

4.  Unsupervised learning of complex associations in an animal model.

Authors:  Leyre Castro; Edward A Wasserman; Marisol Lauffer
Journal:  Cognition       Date:  2017-12-28

Review 5.  Capacities and neural mechanisms for auditory statistical learning across species.

Authors:  Jennifer K Schiavo; Robert C Froemke
Journal:  Hear Res       Date:  2019-02-12       Impact factor: 3.208

6.  Neural processes underlying statistical learning for speech segmentation in dogs.

Authors:  Marianna Boros; Lilla Magyari; Dávid Török; Anett Bozsik; Andrea Deme; Attila Andics
Journal:  Curr Biol       Date:  2021-10-29       Impact factor: 10.834

7.  Different mechanisms underlie implicit visual statistical learning in honey bees and humans.

Authors:  Aurore Avarguès-Weber; Valerie Finke; Márton Nagy; Tūnde Szabó; Daniele d'Amaro; Adrian G Dyer; József Fiser
Journal:  Proc Natl Acad Sci U S A       Date:  2020-09-28       Impact factor: 11.205

8.  Non-Linguistic Grammar Learning by 12-Month-Old Infants: Evidence for Constraints on Learning.

Authors:  Chiara Santolin; Jenny R Saffran
Journal:  J Cogn Dev       Date:  2019-04-29

9.  Statistical language learning in infancy.

Authors:  Jenny R Saffran
Journal:  Child Dev Perspect       Date:  2020-01-19

10.  Nonhuman primates learn adjacent dependencies but fail to learn nonadjacent dependencies in a statistical learning task with a salient cue.

Authors:  Maisy Englund; Will Whitham; Christopher M Conway; Michael J Beran; David A Washburn
Journal:  Learn Behav       Date:  2021-09-28       Impact factor: 1.986

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