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Izard V, Pica P, Spelke ES. Visual foundations of Euclidean geometry. Cogn Psychol 2022;136:101494. [PMID: 35751917 DOI: 10.1016/j.cogpsych.2022.101494] [Cited by in Crossref: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Indexed: 01/29/2023]
Abstract
Geometry defines entities that can be physically realized in space, and our knowledge of abstract geometry may therefore stem from our representations of the physical world. Here, we focus on Euclidean geometry, the geometry historically regarded as "natural". We examine whether humans possess representations describing visual forms in the same way as Euclidean geometry - i.e., in terms of their shape and size. One hundred and twelve participants from the U.S. (age 3-34 years), and 25 participants from the Amazon (age 5-67 years) were asked to locate geometric deviants in panels of 6 forms of variable orientation. Participants of all ages and from both cultures detected deviant forms defined in terms of shape or size, while only U.S. adults drew distinctions between mirror images (i.e. forms differing in "sense"). Moreover, irrelevant variations of sense did not disrupt the detection of a shape or size deviant, while irrelevant variations of shape or size did. At all ages and in both cultures, participants thus retained the same properties as Euclidean geometry in their analysis of visual forms, even in the absence of formal instruction in geometry. These findings show that representations of planar visual forms provide core intuitions on which humans' knowledge in Euclidean geometry could possibly be grounded.
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Izard V, Pica P, Spelke E. Visual Foundations of Euclidean Geometry.. [DOI: 10.31234/osf.io/rmdeh] [Cited by in Crossref: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Indexed: 01/29/2023]
Abstract
Geometry defines entities that can be physically realized in space, and our knowledge of abstract geometry may therefore stem from our representations of the physical world. Here, we focus on Euclidean geometry, the geometry historically regarded as “natural”. We examine whether humans possess representations describing visual forms in the same way as Euclidean geometry – i.e., in terms of their shape and size. One hundred and twelve participants from the U.S. (age 3-34 years), and 25 participants from the Amazon (age 5-67 years) were asked to locate geometric deviants in panels of 6 forms of variable orientation. Participants of all ages and from both cultures detected deviant forms defined in terms of shape or size, while only U.S. adults drew distinctions between mirror images (i.e. forms differing in “sense”). Moreover, irrelevant variations of sense did not disrupt the detection of a shape or size deviant, while irrelevant variations of shape or size did. At all ages and in both cultures, participants thus retained the same properties as Euclidean geometry in their analysis of visual forms, even in the absence of formal instruction in geometry. These findings show that representations of planar visual forms provide core intuitions on which humans’ knowledge in Euclidean geometry could possibly be grounded.
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Amalric M, Wang L, Pica P, Figueira S, Sigman M, Dehaene S. The language of geometry: Fast comprehension of geometrical primitives and rules in human adults and preschoolers. PLoS Comput Biol 2017;13:e1005273. [PMID: 28125595 DOI: 10.1371/journal.pcbi.1005273] [Cited by in Crossref: 37] [Cited by in RCA: 38] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Indexed: 01/29/2023] Open
Abstract
During language processing, humans form complex embedded representations from sequential inputs. Here, we ask whether a "geometrical language" with recursive embedding also underlies the human ability to encode sequences of spatial locations. We introduce a novel paradigm in which subjects are exposed to a sequence of spatial locations on an octagon, and are asked to predict future locations. The sequences vary in complexity according to a well-defined language comprising elementary primitives and recursive rules. A detailed analysis of error patterns indicates that primitives of symmetry and rotation are spontaneously detected and used by adults, preschoolers, and adult members of an indigene group in the Amazon, the Munduruku, who have a restricted numerical and geometrical lexicon and limited access to schooling. Furthermore, subjects readily combine these geometrical primitives into hierarchically organized expressions. By evaluating a large set of such combinations, we obtained a first view of the language needed to account for the representation of visuospatial sequences in humans, and conclude that they encode visuospatial sequences by minimizing the complexity of the structured expressions that capture them.
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McCrink K, Spelke ES, Dehaene S, Pica P. Non-symbolic halving in an Amazonian indigene group. Dev Sci 2013;16:451-62. [PMID: 23587042 DOI: 10.1111/desc.12037] [Cited by in Crossref: 23] [Cited by in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Indexed: 02/01/2023]
Abstract
Much research supports the existence of an Approximate Number System (ANS) that is recruited by infants, children, adults, and non-human animals to generate coarse, non-symbolic representations of number. This system supports simple arithmetic operations such as addition, subtraction, and ordering of amounts. The current study tests whether an intuition of a more complex calculation, division, exists in an indigene group in the Amazon, the Mundurucu, whose language includes no words for large numbers. Mundurucu children were presented with a video event depicting a division transformation of halving, in which pairs of objects turned into single objects, reducing the array's numerical magnitude. Then they were tested on their ability to calculate the outcome of this division transformation with other large-number arrays. The Mundurucu children effected this transformation even when non-numerical variables were controlled, performed above chance levels on the very first set of test trials, and exhibited performance similar to urban children who had access to precise number words and a surrounding symbolic culture. We conclude that a halving calculation is part of the suite of intuitive operations supported by the ANS.
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Piazza M, Pica P, Izard V, Spelke ES, Dehaene S. Education enhances the acuity of the nonverbal approximate number system. Psychol Sci 2013;24:1037-43. [PMID: 23625879 DOI: 10.1177/0956797612464057] [Cited by in Crossref: 170] [Cited by in RCA: 178] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Indexed: 01/29/2023] Open
Abstract
All humans share a universal, evolutionarily ancient approximate number system (ANS) that estimates and combines the numbers of objects in sets with ratio-limited precision. Interindividual variability in the acuity of the ANS correlates with mathematical achievement, but the causes of this correlation have never been established. We acquired psychophysical measures of ANS acuity in child and adult members of an indigene group in the Amazon, the Mundurucú, who have a very restricted numerical lexicon and highly variable access to mathematics education. By comparing Mundurucú subjects with and without access to schooling, we found that education significantly enhances the acuity with which sets of concrete objects are estimated. These results indicate that culture and education have an important effect on basic number perception. We hypothesize that symbolic and nonsymbolic numerical thinking mutually enhance one another over the course of mathematics instruction.
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Pica P, Jackson S, Blake R, Troje NF. Comparing biological motion perception in two distinct human societies. PLoS One 2011;6:e28391. [PMID: 22194831 DOI: 10.1371/journal.pone.0028391] [Cited by in Crossref: 17] [Cited by in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Indexed: 01/29/2023] Open
Abstract
Cross cultural studies have played a pivotal role in elucidating the extent to which behavioral and mental characteristics depend on specific environmental influences. Surprisingly, little field research has been carried out on a fundamentally important perceptual ability, namely the perception of biological motion. In this report, we present details of studies carried out with the help of volunteers from the Mundurucu indigene, a group of people native to Amazonian territories in Brazil. We employed standard biological motion perception tasks inspired by over 30 years of laboratory research, in which observers attempt to decipher the walking direction of point-light (PL) humans and animals. Do our effortless skills at perceiving biological activity from PL animations, as revealed in laboratory settings, generalize to people who have never before seen representational depictions of human and animal activity? The results of our studies provide a clear answer to this important, previously unanswered question. Mundurucu observers readily perceived the coherent, global shape depicted in PL walkers, and experienced the classic inversion effects that are typically found when such stimuli are turned upside down. In addition, their performance was in accord with important recent findings in the literature, in the abundant ease with which they extracted direction information from local motion invariants alone. We conclude that the effortless, veridical perception of PL biological motion is a spontaneous and universal perceptual ability, occurring both inside and outside traditional laboratory environments.
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Izard V, Pica P, Spelke ES, Dehaene S. Flexible intuitions of Euclidean geometry in an Amazonian indigene group. Proc Natl Acad Sci U S A 2011;108:9782-7. [PMID: 21606377 DOI: 10.1073/pnas.1016686108] [Cited by in Crossref: 52] [Cited by in RCA: 56] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Indexed: 01/29/2023] Open
Abstract
Kant argued that Euclidean geometry is synthesized on the basis of an a priori intuition of space. This proposal inspired much behavioral research probing whether spatial navigation in humans and animals conforms to the predictions of Euclidean geometry. However, Euclidean geometry also includes concepts that transcend the perceptible, such as objects that are infinitely small or infinitely large, or statements of necessity and impossibility. We tested the hypothesis that certain aspects of nonperceptible Euclidian geometry map onto intuitions of space that are present in all humans, even in the absence of formal mathematical education. Our tests probed intuitions of points, lines, and surfaces in participants from an indigene group in the Amazon, the Mundurucu, as well as adults and age-matched children controls from the United States and France and younger US children without education in geometry. The responses of Mundurucu adults and children converged with that of mathematically educated adults and children and revealed an intuitive understanding of essential properties of Euclidean geometry. For instance, on a surface described to them as perfectly planar, the Mundurucu's estimations of the internal angles of triangles added up to ~180 degrees, and when asked explicitly, they stated that there exists one single parallel line to any given line through a given point. These intuitions were also partially in place in the group of younger US participants. We conclude that, during childhood, humans develop geometrical intuitions that spontaneously accord with the principles of Euclidean geometry, even in the absence of training in mathematics.
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Izard V, Pica P, Dehaene S, Hinchey D, Spelke E. Geometry as a Universal Mental Construction. Space, Time and Number in the Brain 2011. [DOI: 10.1016/b978-0-12-385948-8.00019-0] [Cited by in Crossref: 15] [Cited by in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Cantlon JF, Cordes S, Libertus ME, Brannon EM. Comment on "Log or linear? Distinct intuitions of the number scale in Western and Amazonian indigene cultures". Science 2009;323:38; author reply 38. [PMID: 19119201 DOI: 10.1126/science.1164773] [Cited by in Crossref: 11] [Cited by in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Indexed: 02/01/2023]
Abstract
Dehaene et al. (Reports, 30 May 2008, p. 1217) argued that native speakers of Mundurucu, a language without a linguistic numerical system, inherently represent numerical values as a logarithmically spaced spatial continuum. However, their data do not rule out the alternative conclusion that Mundurucu speakers encode numbers linearly with scalar variability and psychologically construct space-number mappings by analogy.
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Izard V, Pica P, Spelke E, Dehaene S. [The mapping of numbers on space: evidence for an original logarithmic intuition]. Med Sci (Paris) 2008;24:1014-6. [PMID: 19116104 DOI: 10.1051/medsci/200824121014] [Cited by in Crossref: 1] [Cited by in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023] Open
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Nunez RE, Izard V, Dehaene S, Pica P, Spelke E. Reading Between the Number Lines. Science 2008;321:1293-4. [DOI: 10.1126/science.321.5894.1293] [Cited by in Crossref: 7] [Cited by in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Izard V, Pica P, Spelke E, Dehaene S. Exact Equality and Successor Function: Two Key Concepts on the Path towards understanding Exact Numbers. Philos Psychol 2008;21:491. [PMID: 20165569 DOI: 10.1080/09515080802285354] [Cited by in Crossref: 55] [Cited by in RCA: 40] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Indexed: 01/29/2023]
Abstract
Humans possess two nonverbal systems capable of representing numbers, both limited in their representational power: the first one represents numbers in an approximate fashion, and the second one conveys information about small numbers only. Conception of exact large numbers has therefore been thought to arise from the manipulation of exact numerical symbols. Here, we focus on two fundamental properties of the exact numbers as prerequisites to the concept of exact numbers: the fact that all numbers can be generated by a successor function, and the fact that equality between numbers can be defined in an exact fashion. We discuss some recent findings assessing how speakers of Mundurucu (an Amazonian language), and young western children (3-4 years old) understand these fundamental properties of numbers.
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De Cruz H, Pica P. Knowledge of Number and Knowledge of Language: Number as a Test Case for the Role of Language in Cognition. Philosophical Psychology 2008;21:437-41. [DOI: 10.1080/09515080802284217] [Cited by in Crossref: 4] [Cited by in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Pica P, Lecomte A. Theoretical Implications of the Study of Numbers and Numerals in Mundurucu. Philosophical Psychology 2008;21:507-22. [DOI: 10.1080/09515080802285461] [Cited by in Crossref: 8] [Cited by in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Dehaene S, Izard V, Spelke E, Pica P. Log or linear? Distinct intuitions of the number scale in Western and Amazonian indigene cultures. Science 2008;320:1217-20. [PMID: 18511690 DOI: 10.1126/science.1156540] [Cited by in Crossref: 356] [Cited by in RCA: 375] [Impact Index Per Article: 23.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Indexed: 01/29/2023]
Abstract
The mapping of numbers onto space is fundamental to measurement and to mathematics. Is this mapping a cultural invention or a universal intuition shared by all humans regardless of culture and education? We probed number-space mappings in the Mundurucu, an Amazonian indigene group with a reduced numerical lexicon and little or no formal education. At all ages, the Mundurucu mapped symbolic and nonsymbolic numbers onto a logarithmic scale, whereas Western adults used linear mapping with small or symbolic numbers and logarithmic mapping when numbers were presented nonsymbolically under conditions that discouraged counting. This indicates that the mapping of numbers onto space is a universal intuition and that this initial intuition of number is logarithmic. The concept of a linear number line appears to be a cultural invention that fails to develop in the absence of formal education.
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Pica P, Rooryck J, van Craenenbroeck J. Introduction. LIVY 2006;6:v-vi. [DOI: 10.1075/livy.6.01pic] [Cited by in Crossref: 1] [Cited by in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Starr N, Dehaene S, Izard V, Pica P, Spelke E, Bakalar N. Core Knowledge of Geometry in an Amazonian Indigene Group. The College Mathematics Journal 2006;37:320. [DOI: 10.2307/27646365] [Cited by in Crossref: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Dehaene S, Izard V, Pica P, Spelke E. Core knowledge of geometry in an Amazonian indigene group. Science 2006;311:381-4. [PMID: 16424341 DOI: 10.1126/science.1121739] [Cited by in Crossref: 190] [Cited by in RCA: 214] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Indexed: 01/29/2023]
Abstract
Does geometry constitute a core set of intuitions present in all humans, regardless of their language or schooling? We used two nonverbal tests to probe the conceptual primitives of geometry in the Mundurukú, an isolated Amazonian indigene group. Mundurukú children and adults spontaneously made use of basic geometric concepts such as points, lines, parallelism, or right angles to detect intruders in simple pictures, and they used distance, angle, and sense relationships in geometrical maps to locate hidden objects. Our results provide evidence for geometrical intuitions in the absence of schooling, experience with graphic symbols or maps, or a rich language of geometrical terms.
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van Craenenbroeck J, Rooryck J, Pica P. Introduction. LIVY 2005;5:1-3. [DOI: 10.1075/livy.5.01van] [Cited by in Crossref: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Pica P, Lemer C, Izard V, Dehaene S. Exact and approximate arithmetic in an Amazonian indigene group. Science 2004;306:499-503. [PMID: 15486303 DOI: 10.1126/science.1102085] [Cited by in Crossref: 718] [Cited by in RCA: 834] [Impact Index Per Article: 37.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Indexed: 01/29/2023]
Abstract
Is calculation possible without language? Or is the human ability for arithmetic dependent on the language faculty? To clarify the relation between language and arithmetic, we studied numerical cognition in speakers of Mundurukú, an Amazonian language with a very small lexicon of number words. Although the Mundurukú lack words for numbers beyond 5, they are able to compare and add large approximate numbers that are far beyond their naming range. However, they fail in exact arithmetic with numbers larger than 4 or 5. Our results imply a distinction between a nonverbal system of number approximation and a language-based counting system for exact number and arithmetic.
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Pica P, Rooryck J. Introduction. LIVY 2002;2:1-3. [DOI: 10.1075/livy.2.01pic] [Cited by in Crossref: 1] [Cited by in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Pica P. Introduction. LIVY 2001;1:v-xiii. [DOI: 10.1075/livy.1.01pic] [Cited by in Crossref: 2] [Cited by in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Pica P, Rooryck J. Configurational Attitudes. Semantic Issues in Romance Syntax 1999. [DOI: 10.1075/cilt.173.11pic] [Cited by in Crossref: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Pica P. Eléments pour une typologie de l'accord verbal. flang 1996;4:89-102. [DOI: 10.3406/flang.1996.1115] [Cited by in Crossref: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Pica P. 11. Subject, Tense and Truth: Towards a Modular Approach to Binding. Grammatical Representation 1984. [DOI: 10.1515/9783112328064-012] [Cited by in Crossref: 3] [Cited by in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Pica P. On the distinction between argumentai and non-argumental anaphors. Sentential Complementation 1984. [DOI: 10.1515/9783110882698-017] [Cited by in Crossref: 7] [Cited by in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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Pica P. Homography or Polysemy. ITL 1979;45-46:154-180. [DOI: 10.1075/itl.45-46.21pic] [Cited by in Crossref: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Indexed: 01/29/2023]
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