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Yang G, Wang Y, Jiang Y. Social perception of animacy: Preferential attentional orienting to animals links with autistic traits. Cognition 2024; 251:105900. [PMID: 39047583 DOI: 10.1016/j.cognition.2024.105900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 07/18/2024] [Accepted: 07/18/2024] [Indexed: 07/27/2024]
Abstract
Animate cues enjoy priority in attentional processes as they carry survival-relevant information and herald social interaction. Whether and in what way such an attention effect is associated with more general aspects of social cognition remains largely unexplored. Here we investigated whether the attentional preference for animals varies with observers' autistic traits - an indicator of autism-like characteristics in general populations related to one's social cognitive abilities. Using the dot-probe paradigm, we found that animal cues can rapidly and persistently recruit preferential attention over inanimate ones in observers with relatively low, but not high, autistic traits, as measured by Autism-Spectrum Quotient (AQ). Moreover, individual AQ scores were negatively correlated with the attentional bias toward animals, especially at the early orienting stage. These results were not simply due to low-level visual factors, as inverted or phase-scrambled pictures did not yield a similar pattern. Our findings demonstrate an automatic and enduring attentional bias beneficial to both rapid detection and continuous monitoring of animals and reveal its link with autistic traits, highlighting the critical role of animacy perception in the architecture of social cognition.
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Affiliation(s)
- Geqing Yang
- State Key Laboratory of Brain and Cognitive Sciences, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Ying Wang
- State Key Laboratory of Brain and Cognitive Sciences, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China.
| | - Yi Jiang
- State Key Laboratory of Brain and Cognitive Sciences, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China; Department of Psychology, University of Chinese Academy of Sciences, Beijing 100049, China
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Lee HH, Fernández A, Carrasco M. Adaptation and exogenous attention interact in the early visual cortex: A TMS study. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.10.27.563093. [PMID: 37961163 PMCID: PMC10634897 DOI: 10.1101/2023.10.27.563093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Transcranial magnetic stimulation (TMS) to early visual cortex modulates the effect of adaptation and eliminates the effect of exogenous (involuntary) attention on contrast sensitivity. Here we investigated whether adaptation modulates exogenous attention under TMS to V1/V2. Observers performed an orientation discrimination task while attending to one of two stimuli, with or without adaptation. Following an attentional cue, two stimuli were presented in the stimulated region and its contralateral symmetric region. A response cue indicated the stimulus whose orientation observers had to discriminate. Without adaptation, in the distractor-stimulated condition, contrast sensitivity increased at the attended location and decreased at the unattended location via response gain-but these effects were eliminated in the target-stimulated condition. Critically, after adaptation, exogenous attention altered performance similarly in both distractor-stimulated and target-stimulated conditions. These results reveal that (1) adaptation and attention interact in the early visual cortex, and (2) adaptation shields exogenous attention from TMS effects.
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Margolles P, Elosegi P, Mei N, Soto D. Unconscious Manipulation of Conceptual Representations with Decoded Neurofeedback Impacts Search Behavior. J Neurosci 2024; 44:e1235232023. [PMID: 37985180 PMCID: PMC10866193 DOI: 10.1523/jneurosci.1235-23.2023] [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: 07/04/2023] [Revised: 10/04/2023] [Accepted: 10/26/2023] [Indexed: 11/22/2023] Open
Abstract
The necessity of conscious awareness in human learning has been a long-standing topic in psychology and neuroscience. Previous research on non-conscious associative learning is limited by the low signal-to-noise ratio of the subliminal stimulus, and the evidence remains controversial, including failures to replicate. Using functional MRI decoded neurofeedback, we guided participants from both sexes to generate neural patterns akin to those observed when visually perceiving real-world entities (e.g., dogs). Importantly, participants remained unaware of the actual content represented by these patterns. We utilized an associative DecNef approach to imbue perceptual meaning (e.g., dogs) into Japanese hiragana characters that held no inherent meaning for our participants, bypassing a conscious link between the characters and the dogs concept. Despite their lack of awareness regarding the neurofeedback objective, participants successfully learned to activate the target perceptual representations in the bilateral fusiform. The behavioral significance of our training was evaluated in a visual search task. DecNef and control participants searched for dogs or scissors targets that were pre-cued by the hiragana used during DecNef training or by a control hiragana. The DecNef hiragana did not prime search for its associated target but, strikingly, participants were impaired at searching for the targeted perceptual category. Hence, conscious awareness may function to support higher-order associative learning. Meanwhile, lower-level forms of re-learning, modification, or plasticity in existing neural representations can occur unconsciously, with behavioral consequences outside the original training context. The work also provides an account of DecNef effects in terms of neural representational drift.
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Affiliation(s)
- Pedro Margolles
- Basque Center on Cognition, Brain and Language (BCBL), Donostia - San Sebastián, Gipuzkoa 20009, Spain
- Universidad del País Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), Leioa, Bizkaia 48940, Spain
| | - Patxi Elosegi
- Basque Center on Cognition, Brain and Language (BCBL), Donostia - San Sebastián, Gipuzkoa 20009, Spain
- Universidad del País Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), Leioa, Bizkaia 48940, Spain
| | - Ning Mei
- Basque Center on Cognition, Brain and Language (BCBL), Donostia - San Sebastián, Gipuzkoa 20009, Spain
| | - David Soto
- Basque Center on Cognition, Brain and Language (BCBL), Donostia - San Sebastián, Gipuzkoa 20009, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Bizkaia 48009, Spain
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Hu S, Yang T, Zhang H, Gao Y, Zhao J, Wang Y. Neutral animals matter: Animacy modulates object-based attentional allocation. Q J Exp Psychol (Hove) 2023; 76:583-595. [PMID: 35400222 DOI: 10.1177/17470218221095743] [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: 11/15/2022]
Abstract
Animacy plays an essential role in survival and adaptive behaviour. Previous studies have found that dangerous or threatening animals can capture and hold attention. However, it is unclear whether and how neutral animate objects guide attentional allocation. It is also uncertain whether the modulation of animate objects on attentional allocation is based on the object itself (object-based attention) or its location (space-based attention). Therefore, the present study adopted the well-established two-rectangle paradigm and used animate and inanimate objects as stimuli to test the abovementioned problems. The results revealed that object-based effects were obtained for both animate and inanimate objects. However, the object-based effects were larger when the cue appeared on the animate objects than on the inanimate objects, due to faster response to invalid same-object trials and slower response to invalid different-object trials. Beyond that, we also further confirmed that animacy itself, not the low-level visual complexity, led to the differential object-based effects. These results suggest that neutral animals also mattered to our attentional allocation and animacy can modulate object-based attentional selection by capturing and holding visual attention on the animate objects. Ultimately, the present study not only enriches our understanding of how neutral animate objects guide attentional allocation and support the attentional prioritisation theory, but also further extends and amends the animate-monitoring hypothesis.
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Affiliation(s)
- Saisai Hu
- School of Psychology, Shaanxi Normal University, Xi'an, China.,Shaanxi Provincial Key Laboratory of Behavior & Cognitive Neuroscience, Xi'an, China.,Shaanxi Provincial Key Research Center of Child Mental and Behavioral Health, Xi'an, China
| | - Tingting Yang
- School of Psychology, Shaanxi Normal University, Xi'an, China.,Shaanxi Provincial Key Laboratory of Behavior & Cognitive Neuroscience, Xi'an, China.,Shaanxi Provincial Key Research Center of Child Mental and Behavioral Health, Xi'an, China
| | - Haiyang Zhang
- School of Psychology, Shaanxi Normal University, Xi'an, China.,Shaanxi Provincial Key Laboratory of Behavior & Cognitive Neuroscience, Xi'an, China.,Shaanxi Provincial Key Research Center of Child Mental and Behavioral Health, Xi'an, China
| | - Yunfei Gao
- School of Psychology, Shaanxi Normal University, Xi'an, China.,Shaanxi Provincial Key Laboratory of Behavior & Cognitive Neuroscience, Xi'an, China.,Shaanxi Provincial Key Research Center of Child Mental and Behavioral Health, Xi'an, China
| | - Jingjing Zhao
- School of Psychology, Shaanxi Normal University, Xi'an, China.,Shaanxi Provincial Key Laboratory of Behavior & Cognitive Neuroscience, Xi'an, China.,Shaanxi Provincial Key Research Center of Child Mental and Behavioral Health, Xi'an, China
| | - Yonghui Wang
- School of Psychology, Shaanxi Normal University, Xi'an, China.,Shaanxi Provincial Key Laboratory of Behavior & Cognitive Neuroscience, Xi'an, China.,Shaanxi Provincial Key Research Center of Child Mental and Behavioral Health, Xi'an, China
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Sá-Leite AR, Comesaña M, Acuña-Fariña C, Fraga I. A cautionary note on the studies using the picture-word interference paradigm: the unwelcome consequences of the random use of "in/animates". Front Psychol 2023; 14:1145884. [PMID: 37213376 PMCID: PMC10196210 DOI: 10.3389/fpsyg.2023.1145884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 04/13/2023] [Indexed: 05/23/2023] Open
Abstract
The picture-word interference (PWI) paradigm allows us to delve into the process of lexical access in language production with great precision. It creates situations of interference between target pictures and superimposed distractor words that participants must consciously ignore to name the pictures. Yet, although the PWI paradigm has offered numerous insights at all levels of lexical representation, in this work we expose an extended lack of control regarding the variable animacy. Animacy has been shown to have a great impact on cognition, especially when it comes to the mechanisms of attention, which are highly biased toward animate entities to the detriment of inanimate objects. Furthermore, animate nouns have been shown to be semantically richer and prioritized during lexical access, with effects observable in multiple psycholinguistic tasks. Indeed, not only does the performance on a PWI task directly depend on the different stages of lexical access to nouns, but also attention has a fundamental role in it, as participants must focus on targets and ignore interfering distractors. We conducted a systematic review with the terms "picture-word interference paradigm" and "animacy" in the databases PsycInfo and Psychology Database. The search revealed that only 12 from a total of 193 PWI studies controlled for animacy, and only one considered it as a factor in the design. The remaining studies included animate and inanimate stimuli in their materials randomly, sometimes in a very disproportionate amount across conditions. We speculate about the possible impact of this uncontrolled variable mixing on many types of effects within the framework of multiple theories, namely the Animate Monitoring Hypothesis, the WEAVER++ model, and the Independent Network Model in an attempt to fuel the theoretical debate on this issue as well as the empirical research to turn speculations into knowledge.
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Affiliation(s)
- Ana Rita Sá-Leite
- Cognitive Processes and Behavior Research Group, Department of Social Psychology, Basic Psychology, and Methodology, University of Santiago de Compostela, Santiago de Compostela, Spain
- Institut für Romanische Sprachen und Literaturen, Goethe University Frankfurt, Frankfurt, Germany
- *Correspondence: Ana Rita Sá-Leite
| | - Montserrat Comesaña
- Psycholinguistics Research Line, CIPsi, School of Psychology, University of Minho, Braga, Portugal
| | - Carlos Acuña-Fariña
- Cognitive Processes and Behavior Research Group, Department of English and German, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Isabel Fraga
- Cognitive Processes and Behavior Research Group, Department of Social Psychology, Basic Psychology, and Methodology, University of Santiago de Compostela, Santiago de Compostela, Spain
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Loucks J, Reise B, Gahite R, Fleming S. Animate monitoring is not uniform: implications for the animate monitoring hypothesis. Front Psychol 2023; 14:1146248. [PMID: 37179895 PMCID: PMC10174449 DOI: 10.3389/fpsyg.2023.1146248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 04/05/2023] [Indexed: 05/15/2023] Open
Abstract
The animate monitoring hypothesis (AMH) purports that humans evolved specialized mechanisms that prioritize attention to animates over inanimates. Importantly, the hypothesis emphasizes that any animate-an entity that can move on its own-should take priority in attention. While many experiments have found general support for this hypothesis, there have yet been no systematic investigations into whether the type of animate matters for animate monitoring. In the present research we addressed this issue across three experiments. In Experiment 1, participants (N = 53) searched for an animate or inanimate entity in a search task, and the animate was either a mammal or a non-mammal (e.g., bird, reptile, insect). Mammals were found significantly faster than inanimates, replicating the basic AMH finding. However, they were also found significantly faster than non-mammals, who were not found faster than inanimates. Two additional experiments were conducted to probe for differences among types of non-mammals using an inattentional blindness task. Experiment 2 (N = 171) compared detection of mammals, insects, and inanimates, and Experiment 3 (N = 174) compared birds and herpetofauna (reptiles and amphibians). In Experiment 2, mammals were spontaneously detected at significantly higher rates than insects, who were detected at only slightly higher rates than the inanimates. Furthermore, when participants did not consciously identify the target, they nonetheless could correctly guess the higher level category of the target (living vs. nonliving thing) for the mammals and the inanimates, but could not do so for the insects. We also found in Experiment 3 that reptiles and birds were spontaneously detected at rates similar to the mammals, but like insects they were not identified as living things at rates greater than chance when they were not consciously detected. These results do not support a strong claim that all animates are prioritized in attention, but they do call for a more nuanced view. As such, they open a new window into the nature of animate monitoring, which have implications for theories of its origin.
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Affiliation(s)
- Jeff Loucks
- University of Regina, Regina, SK, Canada
- *Correspondence: Jeff Loucks,
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Cheung OS, Heyn O, Trawiński T. Preference at First Sight: Effects of Shape and Font Qualities on Evaluation of Object-Word Pairs. Vision (Basel) 2022; 6:vision6020022. [PMID: 35466274 PMCID: PMC9036256 DOI: 10.3390/vision6020022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 03/21/2022] [Accepted: 04/07/2022] [Indexed: 12/01/2022] Open
Abstract
Subjective preferences for visual qualities of shapes and fonts have been separately reported. Such preferences are often similarly attributed to factors such as aesthetic impressions, attributed meaning from the visual properties, or processing fluency. Because shapes and fonts were rarely studied together, we investigated whether these qualities had a similar impact on preference judgment of object-word pairs. Each pair consisted of an abstract object with either preferred or disliked shape qualities and a pseudoword with either preferred or disliked font qualities. We found that only shape qualities, but not font qualities, influenced preference ratings of the object-word pairs, with higher preferences for pairs with preferred than disliked shapes. Moreover, eye movement results indicated that while participants fixated the word before the object, their prolonged fixation on the object when first attending to it might have contributed to the preference ratings. Nonetheless, other measures, including response times, total fixation numbers, and total dwell time, showed different patterns for shape and font qualities, revealing that participants attended more to objects with preferred than disliked shapes, and to words with disliked than preferred fonts. Taken together, these results suggest that shape and font qualities have differential influences on preferences and processing of objects and words.
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Zsidó AN, Stecina DT, Hout MC. Task demands determine whether shape or arousal of a stimulus modulates competition for visual working memory resources. Acta Psychol (Amst) 2022; 224:103523. [PMID: 35121345 DOI: 10.1016/j.actpsy.2022.103523] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 01/24/2022] [Accepted: 01/25/2022] [Indexed: 11/01/2022] Open
Abstract
It has been posited (Öhman, 1986) that the processing of threatening stimuli became prioritized during the course of mammalian evolution and that such objects may still enjoy an advantage in visual processing to this day. It has been well-documented that both mid-level visual features (i.e., conjunctions of low-level features) and the arousal level of threatening stimuli affect attentional allocation (Cisler & Koster, 2010; Wolfe & Horowitz, 2004). Despite this, few studies have investigated the effect these factors have on visual working memory resources. Here, we investigated these factors using a rapid serial visual presentation (RSVP) paradigm, and by manipulating mid-level features (specifically, shape: similar vs. dissimilar) and the arousal level (non-threatening vs threatening) of the stimuli. Participants watched an RSVP stream in preparation for an upcoming memory test. Then, they completed a two-alternative forced-choice recognition memory test (with semantically matched foils) wherein they had to identify which item they had seen in the RSVP stream. Our results showed that when shape was a sufficient feature to discriminate the target from the other items in the stream, there was no effect of arousal (i.e., threat level) on reaction time or accuracy during the memory test. However, when the shapes of all the stimuli in the visual stream were highly similar, an effect of arousal appeared: When the target had a different arousal level than the background items (i.e., non-targets), performance was improved. Together, the results suggest that both mid-level visual features and arousal level can modulate competition for visual working memory resources.
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Moon A, He C, Ditta AS, Cheung OS, Wu R. Rapid category selectivity for animals versus man-made objects: An N2pc study. Int J Psychophysiol 2021; 171:20-28. [PMID: 34856220 DOI: 10.1016/j.ijpsycho.2021.11.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 08/24/2021] [Accepted: 11/25/2021] [Indexed: 10/19/2022]
Abstract
Visual recognition occurs rapidly at multiple categorization levels, including the superordinate level (e.g., animal), basic level (e.g., cat), or exemplar level (e.g., my cat). Visual search for animals is faster than for man-made objects, even when the images from those categories have comparable gist statistics (i.e., low- or mid-level visual information), which suggests that higher-level, conceptual influences may support this search advantage for animals. However, it remains unclear whether the search advantage can be explained in part by early visual search processes via the N2pc ERP component, which emerges earlier than behavioral responses, across different categorization levels. Participants searched for 1) an exact image (e.g., a specific squirrel image, Exemplar-level Search), 2) any images of an item (e.g., any squirrels, Basic-level Search), or 3) any items in a category (e.g., any animals, Superordinate-level Search). In addition to Target Present trials, Foil trials measured involuntary attentional selection of task-irrelevant images related to the targets (e.g., other squirrel images when searching for a specific squirrel image, or other animals when searching for squirrels). ERP results revealed 1) a larger N2pc amplitude during Foil trials in Exemplar-level Search for animals than man-made objects, and 2) faster onset latencies for animal search than man-made object search across all categorization levels. These results suggest that the search advantage for animals over man-made objects emerges early, and that attentional selection is more biased toward the basic-level (e.g., squirrel) for animals than for man-made objects during visual search.
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Affiliation(s)
- Austin Moon
- Department of Psychology, University of California, Riverside, United States of America.
| | - Chenxi He
- INSERM, U992, Cognitive Neuroimaging Unit, Gif/Yvette, France
| | - Annie S Ditta
- Department of Psychology, University of California, Riverside, United States of America
| | - Olivia S Cheung
- Department of Psychology, Division of Science, New York University Abu Dhabi, United Arab Emirates
| | - Rachel Wu
- Department of Psychology, University of California, Riverside, United States of America
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Gerlach C, Robotham RJ. Object recognition and visual object agnosia. HANDBOOK OF CLINICAL NEUROLOGY 2021; 178:155-173. [PMID: 33832675 DOI: 10.1016/b978-0-12-821377-3.00008-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The term visual agnosia is used to refer to recognition disorders that are confined to the visual modality, that are not due to an impairment in sensory functions, and that cannot be explained by other cognitive deficits or by general reduction in intellectual ability. Here, we describe the different types of visual agnosia that have been reported (form agnosia, integrative agnosia, associative agnosia, transformational and orientation agnosia as well as category-specific impairments such as pure alexia and prosopagnosia) and how they relate to the current understanding of visual object recognition. Together with related disorders such as simultanagnosia, texture agnosia, aphantasia, and optic aphasia, these visual perceptual impairments can have severe consequences for those affected. We suggest how in-depth assessment can be carried out to determine the type and the extent of these impairments. In the context of clinical assessment, a step-by-step approach reflecting a posterior to anterior gradient in visual object recognition, from more perceptual to more memory-related processes, is suggested. Individually tailored interventions targeting the identified impairments can be initiated based on the results of the assessment.
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Affiliation(s)
- Christian Gerlach
- Department of Psychology, University of Southern Denmark, Odense, Denmark.
| | - Ro Julia Robotham
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
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Roles of Category, Shape, and Spatial Frequency in Shaping Animal and Tool Selectivity in the Occipitotemporal Cortex. J Neurosci 2020; 40:5644-5657. [PMID: 32527983 PMCID: PMC7363473 DOI: 10.1523/jneurosci.3064-19.2020] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Revised: 05/29/2020] [Accepted: 06/02/2020] [Indexed: 11/21/2022] Open
Abstract
Does the nature of representation in the category-selective regions in the occipitotemporal cortex reflect visual or conceptual properties? Previous research showed that natural variability in visual features across categories, quantified by image gist statistics, is highly correlated with the different neural responses observed in the occipitotemporal cortex. Using fMRI, we examined whether category selectivity for animals and tools would remain, when image gist statistics were comparable across categories. Critically, we investigated how category, shape, and spatial frequency may contribute to the category selectivity in the animal- and tool-selective regions. Female and male human observers viewed low- or high-passed images of round or elongated animals and tools that shared comparable gist statistics in the main experiment, and animal and tool images of naturally varied gist statistics in a separate localizer. Univariate analysis revealed robust category-selective responses for images with comparable gist statistics across categories. Successful classification for category (animals/tools), shape (round/elongated), and spatial frequency (low/high) was also observed, with highest classification accuracy for category. Representational similarity analyses further revealed that the activation patterns in the animal-selective regions were most correlated with a model that represents only animal information, whereas the activation patterns in the tool-selective regions were most correlated with a model that represents only tool information, suggesting that these regions selectively represent information of only animals or tools. Together, in addition to visual features, the distinction between animal and tool representations in the occipitotemporal cortex is likely shaped by higher-level conceptual influences such as categorization or interpretation of visual inputs. SIGNIFICANCE STATEMENT Since different categories often vary systematically in both visual and conceptual features, it remains unclear what kinds of information determine category-selective responses in the occipitotemporal cortex. To minimize the influences of low- and mid-level visual features, here we used a diverse image set of animals and tools that shared comparable gist statistics. We manipulated category (animals/tools), shape (round/elongated), and spatial frequency (low/high), and found that the representational content of the animal- and tool-selective regions is primarily determined by their preferred categories only, regardless of shape or spatial frequency. Our results show that category-selective responses in the occipitotemporal cortex are influenced by higher-level processing such as categorization or interpretation of visual inputs, and highlight the specificity in these category-selective regions.
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