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Numerosity perception involves a complex cascade of processing stages comprising an early sensory representation stage followed by a later stage providing a conceptual representation of numerical magnitude. While much recent work has focused on understanding how nonnumerical spatial features (e.g., density, area) influence numerosity perception in this processing cascade, little is known about how the spatiotemporal properties of the stimuli affect numerosity processing. Whether numerosity information is integrated over space and time in the processing cascade is an important question as it can provide insights into how the system dedicated for numerosity interacts with other perceptual systems. To address these issues, in four independent experiments, we asked participants to judge the numerosities of various different kinds of dynamically presented dot arrays, such as dots randomly changing in their locations, moving in smooth trajectories, or flickering on and off. The results revealed a systematic overestimation of dynamically presented dot arrays, which implicates the existence of spatiotemporal integration mechanisms, both at the early sensory representation stage and the later conceptual representation stage. The results also revealed the influence of motion and color processing areas on numerosity processing. The findings thus provide empirical evidence that numerosity perception arises from a complex interaction between multiple perceptual mechanisms in the visual stream, and that it is shaped by the integration of spatiotemporal properties of visual stimuli.
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http://dx.doi.org/10.1167/17.13.6 | DOI Listing |
Elife
September 2025
Department of General Psychology, University of Padua, Padova, Italy.
Humans order numerosity along a left-to-right mental number line (MNL), traditionally considered culturally rooted. Yet, some species at birth show spatial-numerical associations (SNA), suggesting neural origins. Various accounts link SNA to brain lateralization but lack evidence.
View Article and Find Full Text PDFCogn Psychol
September 2025
Laboratoire Cognition Langage et Développement, Université Libre de Bruxelles, Belgium.
The mechanisms underlying numerosity perception remain debated, with some theories proposing a dedicated system for segmented items and others suggesting reliance on low-level features like spatial-frequency or texture-density. Numerosity adaptation-where exposure to one array alters the perceived numerosity of a subsequent one-has been interpreted as evidence for a numerosity-specific mechanism. However, recent accounts argue that this effect may result from filtering previously processed information.
View Article and Find Full Text PDFJ Genet Psychol
August 2025
Department of Psychology and Cognitive Science, University of Trento, Trento, Italy.
The Approximate Number System allows individuals to approximately perceive large quantities and is usually tested by comparing different dots array. However, during non-symbolic comparisons, performance can be impacted by visual and non-numerical attributes of the stimuli. Our study aims to explore the role of the quantities and size perception in preschoolers' in a double-digit numbers task.
View Article and Find Full Text PDFNeural Comput
August 2025
Cognitive Neuroimaging Unit, INSERM, CEA, CNRS, Université Paris-Saclay, NeuroSpin Center, 91191 Gif-sur-Yvette, France
Number sense, the ability to rapidly estimate object quantities in a visual scene without precise counting, is a crucial cognitive capacity found in humans and many other animals. Recent studies have identified artificial neurons tuned to numbers of items in biologically inspired vision models, even before training, and proposed these artificial neural networks as candidate models for the emergence of number sense in the brain. But real-world numerosity perception requires abstraction from the properties of individual objects and their contexts, unlike the simplified dot patterns used in previous studies.
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