1
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Munds RA, Melin AD, Higham JP. Is Primate Cone Ratio Variation Functional and Adaptive? Am J Primatol 2025; 87:e70038. [PMID: 40301968 DOI: 10.1002/ajp.70038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Revised: 04/02/2025] [Accepted: 04/05/2025] [Indexed: 05/01/2025]
Abstract
Variation in animal perception provides excellent opportunities for studying adaptation. Unusually, primates exhibit a great deal of inter- and intra-specific visual system variation. Here, we discuss what is known about the retinal cone mosaic, and the sources of variation in primate cone types and their relative expression. We focus on catarrhines (African and Asian monkeys and apes and humans), which have evolved uniform trichromacy, exhibiting short- (S), medium- (M), and long-wave (L) cones. Catarrhines generally exhibit high inter-specific consistency in the peak sensitivities of their L and M sensitive cones. One under-explored component of variation is the relative expression of those cones, that is, the L:M ratio. Across catarrhines, the mean L:M ratio is 1:1, with some limited intraspecific variation. Intriguingly, humans show two big differences compared to other catarrhines. Firstly, their mean L:M ratio is shifted to 2:1. Secondly, they show vast (75-fold) intraspecific L:M ratio variation. We discuss evidence as to whether this difference in the mean ratio, and this high intraspecific variation, are likely to have functional consequences, concluding that indeed this variation likely impacts color perception. We finish by suggesting possible explanations for the higher mean ratio of L:M cones in humans, highlighting similarities with other aspects of our color vision that differ from other catarrhines. We hope that the suggestions and questions we raise will inspire future research on primate cone ratios.
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Affiliation(s)
- Rachel A Munds
- Department of Anthropology and Archaeology, University of Calgary, Canada
| | - Amanda D Melin
- Department of Anthropology and Archaeology, University of Calgary, Canada
- Department of Medical Genetics, University of Calgary, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Canada
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2
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Worsley MZ, Schroeder J, Dixit T. How animals discriminate between stimulus magnitudes: a meta-analysis. Behav Ecol 2025; 36:araf025. [PMID: 40342796 PMCID: PMC12059214 DOI: 10.1093/beheco/araf025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 02/07/2025] [Accepted: 03/21/2025] [Indexed: 05/11/2025] Open
Abstract
To maximize their fitness, animals must often discriminate between stimuli differing in magnitude (such as size, intensity, or number). Weber's Law of proportional processing states that stimuli are compared based on the proportional difference in magnitude, rather than the absolute difference. Weber's Law implies that when stimulus magnitudes are higher, it becomes harder to discriminate small differences between stimuli, leading to more discrimination errors. More generally, we can refer to a correlation between stimulus magnitude and discrimination error frequency as a magnitude effect, with Weber's law being a special case of the magnitude effect. However, the strength and prevalence of the magnitude effect across species have never previously been examined. Here, we conducted a meta-analysis to quantify the strength of the magnitude effect across studies, finding that, on average, perception followed Weber's Law. However, the strength of the magnitude effect varied widely, and this variation was not explained by any biological or methodological differences between studies that we examined. Our findings suggest that although its strength varies considerably, the magnitude effect is commonplace, and this sensory bias is therefore likely to affect signal evolution across diverse systems. Better discrimination at lower magnitudes might result in signalers evolving lower magnitude signals when being discriminated is beneficial, and higher magnitude signals when being discriminated is costly. Furthermore, selection for higher magnitude signals (eg sexual ornaments) may be weakened, because receivers are less able to discriminate as signal magnitudes increase.
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Affiliation(s)
- Megan Z Worsley
- Department of Life Sciences, Imperial College London, Buckhurst Road, Ascot, SL57PY, United Kingdom
| | - Julia Schroeder
- Department of Life Sciences, Imperial College London, Buckhurst Road, Ascot, SL57PY, United Kingdom
| | - Tanmay Dixit
- Department of Zoology, University of Cambridge, Downing Street, Cambridge CB23EJ, United Kingdom
- FitzPatrick Institute of African Ornithology, Department of Biological Sciences, University of Cape Town, Rondebosch, Cape Town, Private Bag X3 Rondebosch 7701, South Africa
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3
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Gerfen JL, Tedore C. Hidden in red: evidence for and against red camouflage in a jumping spider (Saitis barbipes). THE SCIENCE OF NATURE - NATURWISSENSCHAFTEN 2024; 111:58. [PMID: 39412668 PMCID: PMC11485036 DOI: 10.1007/s00114-024-01945-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 08/28/2024] [Accepted: 10/09/2024] [Indexed: 10/19/2024]
Abstract
Investigating the conspicuousness of animal color patterns to different observers is crucial for understanding their function. This study examines the peculiar case of a jumping spider (Saitis barbipes) whose males display red and black ornaments during courtship despite an apparent inability to distinguish these colors. We propose that, through predator eyes, red may actually be a better match than black to the spiders' leaf litter background, and that the black fringe of hairs surrounding red ornaments may blur with red at natural predator acuities and viewing distances to produce a background-matching desaturated red. In a field experiment, we test whether red ornaments reduce predation relative to red ornaments painted black, and find that, unexpectedly, spiders with red ornaments are more heavily predated upon. Having established birds as the spiders' primary predators, we image the spiders in their natural habitat using an avian-vision camera. We find their red coloration to have similar color contrast, but lower achromatic contrast, with the background than black coloration. We also find that red and black elements blur together at typical avian acuities and viewing distances to produce lower chromatic and achromatic contrasts with the background than would be seen by animals with higher acuities and/or closer viewing distances. Interestingly, red ornaments appear orange or yellow when viewed obliquely, which reduces their achromatic, but not chromatic, contrast with the background. Our imaging results provide support for our hypothesis that red is camouflaging, whereas the results of our predation experiment do not. Any functional significance of the spiders' red coloration therefore remains unresolved.
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Affiliation(s)
- Jasmin Laura Gerfen
- Institute of Cell and Systems Biology of Animals, University of Hamburg, Martin-Luther-King Platz 3, 20146, Hamburg, Germany
| | - Cynthia Tedore
- Institute of Cell and Systems Biology of Animals, University of Hamburg, Martin-Luther-King Platz 3, 20146, Hamburg, Germany.
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Apostel A, Hahn LA, Rose J. Jackdaws form categorical prototypes based on experience with category exemplars. Brain Struct Funct 2024; 229:593-608. [PMID: 37261488 PMCID: PMC10978630 DOI: 10.1007/s00429-023-02651-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 05/06/2023] [Indexed: 06/02/2023]
Abstract
Categorization represents one cognitive ability fundamental to animal behavior. Grouping of elements based on perceptual or semantic features helps to reduce processing resources and facilitates appropriate behavior. Corvids master complex categorization, yet the detailed categorization learning strategies are less well understood. We trained two jackdaws on a delayed match to category paradigm using a novel, artificial stimulus type, RUBubbles. Both birds learned to differentiate between two session-unique categories following two distinct learning protocols. Categories were either introduced via central category prototypes (low variability approach) or using a subset of diverse category exemplars from which diagnostic features had to be identified (high variability approach). In both versions, the stimulus similarity relative to a central category prototype explained categorization performance best. Jackdaws consistently used a central prototype to judge category membership, regardless of whether this prototype was used to introduce distinct categories or had to be inferred from multiple exemplars. Reliance on a category prototype occurred already after experiencing only a few trials with different category exemplars. High stimulus set variability prolonged initial learning but showed no consistent beneficial effect on later generalization performance. High numbers of stimuli, their perceptual similarity, and coherent category structure resulted in a prototype-based strategy, reflecting the most adaptive, efficient, and parsimonious way to represent RUBubble categories. Thus, our birds represent a valuable comparative animal model that permits further study of category representations throughout learning in different regions of a brain producing highly cognitive behavior.
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Affiliation(s)
- Aylin Apostel
- Neural Basis of Learning, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, 44801, Bochum, Germany
| | - Lukas Alexander Hahn
- Neural Basis of Learning, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, 44801, Bochum, Germany
| | - Jonas Rose
- Neural Basis of Learning, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, 44801, Bochum, Germany.
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5
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Apostel A, Panichello M, Buschman TJ, Rose J. Corvids optimize working memory by categorizing continuous stimuli. Commun Biol 2023; 6:1122. [PMID: 37932494 PMCID: PMC10628182 DOI: 10.1038/s42003-023-05442-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 10/10/2023] [Indexed: 11/08/2023] Open
Abstract
Working memory (WM) is a crucial element of the higher cognition of primates and corvid songbirds. Despite its importance, WM has a severely limited capacity and is vulnerable to noise. In primates, attractor dynamics mitigate the effect of noise by discretizing continuous information. Yet, it remains unclear whether similar dynamics are seen in avian brains. Here, we show jackdaws (Corvus monedula) have similar behavioral biases as humans; memories are less precise and more biased as memory demands increase. Model-based analysis reveal discrete attractors are evenly spread across the stimulus space. Altogether, our comparative approach suggests attractor dynamics in primates and corvids mitigate the effect of noise by systematically drifting towards specific attractors. By demonstrating this effect in an evolutionary distant species, our results strengthen attractor dynamics as general, adaptive biological principle to efficiently use WM.
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Affiliation(s)
- Aylin Apostel
- Neural Basis of Learning, Department of Psychology, Ruhr University Bochum, Bochum, Germany.
| | | | - Timothy J Buschman
- Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA
| | - Jonas Rose
- Neural Basis of Learning, Department of Psychology, Ruhr University Bochum, Bochum, Germany.
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6
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Tedore C, Tedore K, Westcott D, Suttner C, Nilsson DE. The role of detectability in the evolution of avian-dispersed fruit color. Vision Res 2022; 196:108046. [DOI: 10.1016/j.visres.2022.108046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 03/18/2022] [Accepted: 03/21/2022] [Indexed: 11/26/2022]
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7
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Davis A, Zipple MN, Diaz D, Peters S, Nowicki S, Johnsen S. Influence of visual background on discrimination of signal-relevant colours in zebra finches ( Taeniopygia guttata). Proc Biol Sci 2022; 289:20220756. [PMID: 35673868 PMCID: PMC9174715 DOI: 10.1098/rspb.2022.0756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Colour signals of many animals are surrounded by a high-contrast achromatic background, but little is known about the possible function of this arrangement. For both humans and non-human animals, the background colour surrounding a colour stimulus affects the perception of that stimulus, an effect that can influence detection and discrimination of colour signals. Specifically, high colour contrast between the background and two given colour stimuli makes discrimination more difficult. However, it remains unclear how achromatic background contrast affects signal discrimination in non-human animals. Here, we test whether achromatic contrast between signal-relevant colours and an achromatic background affects the ability of zebra finches to discriminate between those colours. Using an odd-one-out paradigm and generalized linear mixed models, we found that higher achromatic contrast with the background, whether positive or negative, decreases the ability of zebra finches to discriminate between target and non-target stimuli. This effect is particularly strong when colour distances are small (less than 4 ΔS) and Michelson achromatic contrast with the background is high (greater than 0.5). We suggest that researchers should consider focal colour patches and their backgrounds as collectively comprising a signal, rather than focusing on solely the focal colour patch itself.
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Affiliation(s)
- Alexander Davis
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Matthew N. Zipple
- Department of Biology, Duke University, Durham, NC 27708, USA,Department of Neurobiology and Behavior, Cornell University, Ithaca, NY 14853, USA
| | - Danae Diaz
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Susan Peters
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Stephen Nowicki
- Department of Biology, Duke University, Durham, NC 27708, USA
| | - Sönke Johnsen
- Department of Biology, Duke University, Durham, NC 27708, USA
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8
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RUBubbles as a novel tool to study categorization learning. Behav Res Methods 2021; 54:1778-1793. [PMID: 34671917 PMCID: PMC9374653 DOI: 10.3758/s13428-021-01695-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/23/2021] [Indexed: 11/08/2022]
Abstract
Grouping objects into discrete categories affects how we perceive the world and represents a crucial element of cognition. Categorization is a widespread phenomenon that has been thoroughly studied. However, investigating categorization learning poses several requirements on the stimulus set in order to control which stimulus feature is used and to prevent mere stimulus-response associations or rote learning. Previous studies have used a wide variety of both naturalistic and artificial categories, the latter having several advantages such as better control and more direct manipulation of stimulus features. We developed a novel stimulus type to study categorization learning, which allows a high degree of customization at low computational costs and can thus be used to generate large stimulus sets very quickly. 'RUBubbles' are designed as visual artificial category stimuli that consist of an arbitrary number of colored spheres arranged in 3D space. They are generated using custom MATLAB code in which several stimulus parameters can be adjusted and controlled separately, such as number of spheres, position in 3D-space, sphere size, and color. Various algorithms for RUBubble generation can be combined with distinct behavioral training protocols to investigate different characteristics and strategies of categorization learning, such as prototype- vs. exemplar-based learning, different abstraction levels, or the categorization of a sensory continuum and category exceptions. All necessary MATLAB code is freely available as open-source code and can be customized or expanded depending on individual needs. RUBubble stimuli can be controlled purely programmatically or via a graphical user interface without MATLAB license or programming experience.
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9
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Abstract
Do we talk about some colors more often than others? And do the colors we communicate about most frequently vary across cultures? A classic finding shows that languages around the world partition colors into words in remarkably similar, although not identical, ways. The biology of human color perception helps explain similar color vocabularies across languages, but less is known about how often speakers need to reference different colors. The inference method we develop reveals extensive variation in communicative needs across colors, and a diversity in needs across 130 languages, which helps explain variation in their color vocabularies. Our results open the door to studying cross-cultural variation in demands on different colors, and factors that drive color demands in linguistic communities. Names for colors vary widely across languages, but color categories are remarkably consistent. Shared mechanisms of color perception help explain consistent partitions of visible light into discrete color vocabularies. But the mappings from colors to words are not identical across languages, which may reflect communicative needs—how often speakers must refer to objects of different color. Here we quantify the communicative needs of colors in 130 different languages by developing an inference algorithm for this problem. We find that communicative needs are not uniform: Some regions of color space exhibit 30-fold greater demand for communication than other regions. The regions of greatest demand correlate with the colors of salient objects, including ripe fruits in primate diets. Our analysis also reveals a hidden diversity in the communicative needs of colors across different languages, which is partly explained by differences in geographic location and the local biogeography of linguistic communities. Accounting for language-specific, nonuniform communicative needs improves predictions for how a language maps colors to words, and how these mappings vary across languages. Our account closes an important gap in the compression theory of color naming, while opening directions to study cross-cultural variation in the need to communicate different colors and its impact on the cultural evolution of color categories.
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10
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Osbrink A, Meatte MA, Tran A, Herranen KK, Meek L, Murakami-Smith M, Ito J, Bhadra S, Nunnenkamp C, Templeton CN. Traffic noise inhibits cognitive performance in a songbird. Proc Biol Sci 2021; 288:20202851. [PMID: 33529564 DOI: 10.1098/rspb.2020.2851] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Noise pollution is commonly associated with human environments and mounting evidence indicates that noise has a variety of negative effects on wildlife. Noise has also been linked to cognitive impairment in humans and because many animals use cognitively intensive processes to overcome environmental challenges, noise pollution has the potential to interfere with cognitive function in animals living in urban areas or near roads. We experimentally examined how road traffic noise impacts avian cognitive performance by testing adult zebra finches (Taeniopygia guttata) on a battery of foraging tasks in the presence or absence of traffic noise playback. Here, we show that traffic noise reduces cognitive performance, including inhibitory control, motor learning, spatial memory and social learning, but not associative colour learning. This study demonstrates a novel mechanism through which anthropogenic noise can impact animals, namely through cognitive interference, and suggests that noise pollution may have previously unconsidered consequences for animals.
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Affiliation(s)
- Alison Osbrink
- Department of Biology, Pacific University, 2043 College Way, Forest Grove, OR 97116, USA
| | - Megan A Meatte
- Department of Biology, Pacific University, 2043 College Way, Forest Grove, OR 97116, USA
| | - Alan Tran
- Department of Biology, Pacific University, 2043 College Way, Forest Grove, OR 97116, USA
| | - Katri K Herranen
- Department of Biology, Pacific University, 2043 College Way, Forest Grove, OR 97116, USA
| | - Lilliann Meek
- Department of Biology, Pacific University, 2043 College Way, Forest Grove, OR 97116, USA
| | - May Murakami-Smith
- Department of Biology, Pacific University, 2043 College Way, Forest Grove, OR 97116, USA
| | - Jacelyn Ito
- Department of Biology, Pacific University, 2043 College Way, Forest Grove, OR 97116, USA
| | - Some Bhadra
- Department of Biology, Pacific University, 2043 College Way, Forest Grove, OR 97116, USA
| | - Carrie Nunnenkamp
- Department of Biology, Pacific University, 2043 College Way, Forest Grove, OR 97116, USA
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11
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Whitney KD, Smith AK, White TE, Williams CF. Birds Perceive More Intraspecific Color Variation in Bird-Pollinated Than Bee-Pollinated Flowers. FRONTIERS IN PLANT SCIENCE 2020; 11:590347. [PMID: 33281850 PMCID: PMC7705070 DOI: 10.3389/fpls.2020.590347] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Accepted: 10/27/2020] [Indexed: 06/12/2023]
Abstract
Pollinator-mediated selection is expected to constrain floral color variation within plant populations. Here, we test for patterns of constraint on floral color variation in 38 bee- and/or hummingbird-pollinated plant species from Colorado, United States. We collected reflectance spectra for at least 15 individuals in each of 1-3 populations of each species (total 78 populations) and modeled perceived color variation in both bee and bird visual spaces. We hypothesized that bees would perceive less intraspecific color variation in bee-pollinated species (vs. bird-pollinated species), and reciprocally, birds would perceive less color variation in bird-pollinated species (vs. bee-pollinated species). In keeping with the higher dimensionality of the bird visual system, birds typically perceived much more color variation than bees, regardless of plant pollination system. Contrary to our hypothesis, bees perceived equal color variation within plant species from the two pollination systems, and birds perceived more color variation in species that they pollinate than in bee-pollinated species. We propose hypotheses to account for the results, including reduced long-wavelength sensitivity in bees (vs. birds), and the ideas that potential categorical color vision in birds and larger cognitive capacities of birds (vs. bees) reduces their potential discrimination against floral color variants in species that they pollinate, resulting in less stabilizing selection on color within bird-pollinated vs. bee-pollinated species.
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Affiliation(s)
- Kenneth D. Whitney
- Department of Biology, University of New Mexico, Albuquerque, NM, United States
- Rocky Mountain Biological Laboratory, Crested Butte, CO, United States
| | - Asher K. Smith
- Rocky Mountain Biological Laboratory, Crested Butte, CO, United States
| | - Thomas E. White
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, Australia
| | - Charles F. Williams
- Rocky Mountain Biological Laboratory, Crested Butte, CO, United States
- Department of Biological Sciences, Idaho State University, Pocatello, ID, United States
- Ray J. Davis Herbarium, Idaho Museum of Natural History, Pocatello, ID, United States
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12
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Peniston JH, Green PA, Zipple MN, Nowicki S. Threshold assessment, categorical perception, and the evolution of reliable signaling. Evolution 2020; 74:2591-2604. [DOI: 10.1111/evo.14122] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 10/04/2020] [Accepted: 10/25/2020] [Indexed: 01/27/2023]
Affiliation(s)
- James H. Peniston
- Department of Biology University of Florida Gainesville Florida 32611
| | - Patrick A. Green
- Centre for Ecology and Conservation, College of Life and Environmental Sciences University of Exeter Penryn TR10 9FE United Kingdom
- Department of Biology Duke University Durham North Carolina 27708
| | | | - Stephen Nowicki
- Department of Biology Duke University Durham North Carolina 27708
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13
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Zipple MN, Caves EM, Green PA, Peters S, Johnsen S, Nowicki S. Categorical colour perception occurs in both signalling and non-signalling colour ranges in a songbird. Proc Biol Sci 2019; 286:20190524. [PMID: 31138066 DOI: 10.1098/rspb.2019.0524] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Although perception begins when a stimulus is transduced by a sensory neuron, numerous perceptual mechanisms can modify sensory information as it is processed by an animal's nervous system. One such mechanism is categorical perception, in which (1) continuously varying stimuli are labelled as belonging to a discrete number of categories and (2) there is enhanced discrimination between stimuli from different categories as compared with equally different stimuli from within the same category. We have shown previously that female zebra finches ( Taeniopygia guttata) categorically perceive colours along an orange-red continuum that aligns with the carotenoid-based coloration of male beaks, a trait that serves as an assessment signal in female mate choice. Here, we demonstrate that categorical perception occurs along a blue-green continuum as well, suggesting that categorical colour perception may be a general feature of zebra finch vision. Although we identified two categories in both the blue-green and the orange-red ranges, we also found that individuals could better differentiate colours from within the same category in the blue-green as compared with the orange-red range, indicative of less clear categorization in the blue-green range. We discuss reasons why categorical perception may vary across the visible spectrum, including the possibility that such differences are linked to the behavioural or ecological function of different colour ranges.
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Affiliation(s)
| | | | | | - Susan Peters
- Biology Department, Duke University , Durham NC , USA
| | - Sönke Johnsen
- Biology Department, Duke University , Durham NC , USA
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