Distance and magnitude effects in sequential number discrimination by pigeons.

2010 ◽  
Vol 36 (2) ◽  
pp. 206-216 ◽  
Author(s):  
William A. Roberts
Keyword(s):  
Number Discrimination

Size invariance in visual number discrimination

1991 ◽  
Vol 53 (4) ◽  
pp. 290-295 ◽  
Author(s):  
J�ri Allik ◽  
Tiia Tuulmets ◽  
Piet G. Vos
Keyword(s):  
Number Discrimination ◽  
Size Invariance ◽  
Visual Number

Number discrimination in 10-month-old infants

2007 ◽  
Vol 25 (1) ◽  
pp. 103-108 ◽  
Author(s):  
Fei Xu ◽  
Rosa I. Arriaga
Keyword(s):  
Number Discrimination

scholarly journals Archerfish number discrimination

eLife ◽  
2022 ◽  
Vol 11 ◽  
Author(s):  
Davide Potrich ◽  
Mirko Zanon ◽  
Giorgio Vallortigara
Keyword(s):  
Spatial Frequency ◽  
Relative Number ◽  
Physical Aspect ◽  
Physical Stimulus ◽  
Numerical Information ◽  
Number Discrimination ◽  
Large Numbers ◽  
Numerical Discrimination ◽  
Physical Variables ◽  
Performance Results

Debates have arisen as to whether non-human animals actually can learn abstract non-symbolic numerousness or whether they always rely on some continuous physical aspect of the stimuli, covarying with number. Here we investigated archerfish (Toxotes jaculatrix) non-symbolic numerical discrimination with accurate control for co-varying continuous physical stimulus attributes. Archerfish were trained to select one of two groups of black dots (Exp. 1: 3 vs. 6 elements; Exp. 2: 2 vs. 3 elements); these were controlled for several combinations of physical variables (elements’ size, overall area, overall perimeter, density and sparsity), ensuring that only numerical information was available. Generalization tests with novel numerical comparisons (2 vs. 3, 5 vs. 8 and 6 vs. 9 in Exp. 1; 3 vs. 4, 3 vs. 6 in Exp. 2) revealed choice for the largest or smallest numerical group according to the relative number that was rewarded at training. None of the continuous physical variables, including spatial frequency, were affecting archerfish performance. Results provide evidence that archerfish spontaneously use abstract relative numerical information for both small and large numbers when only numerical cues are available.

scholarly journals Honeybees use absolute rather than relative numerosity in number discrimination

2019 ◽  
Vol 15 (6) ◽  
pp. 20190138 ◽  
Author(s):  
Maria Bortot ◽  
Christian Agrillo ◽  
Aurore Avarguès-Weber ◽  
Angelo Bisazza ◽  
Maria Elena Miletto Petrazzini ◽  
...  
Keyword(s):  
Absolute Number ◽  
Vertebrate Species ◽  
Numerical Ability ◽  
Basic Properties ◽  
Number Discrimination ◽  
Ratio Dependent ◽  
Better Than

Various vertebrate species use relative numerosity judgements in comparative assessments of quantities for which they use larger/smaller relationships rather than absolute number. The numerical ability of honeybees shares basic properties with that of vertebrates but their use of absolute or relative numerosity has not been explored. We trained free-flying bees to choose variable images containing three dots; one group (‘larger’) was trained to discriminate 3 from 2, while another group (‘smaller’) was trained to discriminate 3 from 4. In both cases, numbers were kept constant but stimulus characteristics and position were varied from trial to trial. Bees were then tested with novel stimuli displaying the previously trained numerosity (3) versus a novel numerosity (4 for ‘larger’ and 2 for ‘smaller’). Both groups preferred the three-item stimulus, consistent with absolute numerosity. They also exhibited ratio-dependent discrimination of numbers, a property shared by vertebrates, as performance after 2 versus 3 was better than after 3 versus 4 training. Thus, bees differ from vertebrates in their use of absolute rather than of relative numerosity but they also have some numeric properties in common.

scholarly journals Number detectors spontaneously emerge in a deep neural network designed for visual object recognition

2019 ◽  
Vol 5 (5) ◽  
pp. eaav7903 ◽  
Author(s):  
Khaled Nasr ◽  
Pooja Viswanathan ◽  
Andreas Nieder
Keyword(s):  
Neural Network ◽  
Object Recognition ◽  
Visual System ◽  
Deep Neural Network ◽  
Number Sense ◽  
Discrimination Performance ◽  
Visual Object ◽  
Visual Object Recognition ◽  
Biologically Inspired ◽  
Number Discrimination

Humans and animals have a “number sense,” an innate capability to intuitively assess the number of visual items in a set, its numerosity. This capability implies that mechanisms to extract numerosity indwell the brain’s visual system, which is primarily concerned with visual object recognition. Here, we show that network units tuned to abstract numerosity, and therefore reminiscent of real number neurons, spontaneously emerge in a biologically inspired deep neural network that was merely trained on visual object recognition. These numerosity-tuned units underlay the network’s number discrimination performance that showed all the characteristics of human and animal number discriminations as predicted by the Weber-Fechner law. These findings explain the spontaneous emergence of the number sense based on mechanisms inherent to the visual system.

scholarly journals A Mobile Device Dual-Task Paradigm for the Assessment of mTBI

2019 ◽  
Vol 184 (Supplement_1) ◽  
pp. 174-180 ◽  
Author(s):  
Susan M Linder ◽  
Mandy Miller Koop ◽  
Sarah Ozinga ◽  
Zachary Goldfarb ◽  
Jay L Alberts
Keyword(s):  
Mobile Device ◽  
Dual Task ◽  
Postural Stability ◽  
Cognitive Task ◽  
Eyes Closed ◽  
Number Discrimination ◽  
Significant Difference ◽  
Dual Task Paradigm ◽  
Using Data ◽  
Task Conditions

Abstract Research Objective Dual-task performance, in which individuals complete two or more activities simultaneously, is impaired following mild traumatic brain injury. The aim of this project was to develop a dual-task paradigm that may be conducive to military utilization in evaluating cognitive-motor function in a standardized and scalable manner by leveraging mobile device technology. Methods Fifty healthy young adult civilians (18–24 years) completed four balance stances and a number discrimination task under single- and dual-task conditions. Postural stability was quantified using data gathered from iPad’s native accelerometer and gyroscope. Cognitive task difficulty was manipulated by presenting stimuli at 30, 60, or 90 per minute. Performance of cognitive and balance tasks was compared between single- and dual-task trials. Results Cognitive performance from single- to dual-task paradigms showed no significant main effect of balance condition or the interaction of condition by frequency. From single- to dual-task conditions, a significant difference in postural control was revealed in only one stance: tandem with eyes closed, in which a slight improvement in postural stability was observed under dual-task conditions. Conclusion The optimal dual-task paradigm to evaluate cognitive-motor performance with minimal floor and ceiling effects consists of tandem stance with eyes closed while stimuli are presented at a rate of one per second.

scholarly journals Unconfounding time and number discrimination in a Mechner counting schedule

1979 ◽  
Vol 13 (6) ◽  
pp. 390-392 ◽  
Author(s):  
Donald M. Wilkie ◽  
Janet B. Webster ◽  
Leslie G. Leader
Keyword(s):  
Number Discrimination

scholarly journals Ratio dependence in small number discrimination is affected by the experimental procedure

2015 ◽  
Vol 6 ◽  
Author(s):  
Christian Agrillo ◽  
Laura Piffer ◽  
Angelo Bisazza ◽  
Brian Butterworth
Keyword(s):  
Experimental Procedure ◽  
Ratio Dependence ◽  
Number Discrimination
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