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Nørkær E, Gobbo S, Roald T, Starrfelt R. Disentangling developmental prosopagnosia: A scoping review of terms, tools and topics. Cortex 2024; 176:161-193. [PMID: 38795651 DOI: 10.1016/j.cortex.2024.04.011] [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: 12/20/2023] [Revised: 03/08/2024] [Accepted: 04/30/2024] [Indexed: 05/28/2024]
Abstract
The goal of this preregistered scoping review is to create an overview of the research on developmental prosopagnosia (DP). Through analysis of all empirical studies of DP in adults, we investigate 1) how DP is conceptualized and defined, 2) how individuals are classified with DP and 3) which aspects of DP are investigated in the literature. We reviewed 224 peer-reviewed studies of DP. Our analysis of the literature reveals that while DP is predominantly defined as a lifelong face recognition impairment in the absence of acquired brain injury and intellectual/cognitive problems, there is far from consensus on the specifics of the definition with some studies emphasizing e.g., deficits in face perception, discrimination and/or matching as core characteristics of DP. These differences in DP definitions is further reflected in the vast heterogeneity in classification procedures. Only about half of the included studies explicitly state how they classify individuals with DP, and these studies adopt 40 different assessment tools. The two most frequently studied aspects of DP are the role of holistic processing and the specificity of face processing, and alongside a substantial body of neuroimaging studies of DP, this paints a picture of a research field whose scientific interests and aims are rooted in cognitive neuropsychology and neuroscience. We argue that these roots - alongside the heterogeneity in DP definition and classification - may have limited the scope and interest of DP research unnecessarily, and we point to new avenues of research for the field.
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Affiliation(s)
- Erling Nørkær
- Department of Psychology, University of Copenhagen, Denmark.
| | - Silvia Gobbo
- Department of Psychology, Università degli Studi di Milano-Bicocca, Italy
| | - Tone Roald
- Department of Psychology, University of Copenhagen, Denmark
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2
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Jozranjbar B, Kristjánsson Á, Starrfelt R, Gerlach C, Sigurdardottir HM. Using representational similarity analysis to reveal category and process specificity in visual object recognition. Cortex 2023; 166:172-187. [PMID: 37390594 DOI: 10.1016/j.cortex.2023.05.012] [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: 12/07/2022] [Revised: 04/12/2023] [Accepted: 05/19/2023] [Indexed: 07/02/2023]
Abstract
Cross-condition comparisons on neurodevelopmental conditions are central in neurodiversity research. In the realm of visual perception, the performance of participants with different category-specific disorders such as developmental prosopagnosia (problems with faces) and dyslexia (problems with words) have contributed to understanding of perceptual processes involved in word and face recognition. Alterations in face and word recognition are present in several neurodiverse populations, and improved knowledge about their relationship may increase our understanding of this variability of impairment. The present study investigates organizing principles of visual object processing and their implications for developmental disorders of recognition. Some accounts suggest that distinct mechanisms are responsible for recognizing objects of different categories, while others propose that categories share or even compete for cortical resources. We took an individual differences approach to estimate the relationship between abilities in recognition. Neurotypical participants (N = 97 after outlier exclusion) performed a match-to-sample task with faces, houses, and pseudowords. Either individual features or feature configurations were manipulated. To estimate the separability of visual recognition mechanisms, we used representational similarity analysis (RSA) where correlational matrices for accuracy were compared to predicted data patterns. Recognition abilities separated into face recognition on one hand and house/pseudoword recognition on the other, indicating that face recognition may rely on relatively selective mechanisms in neurotypicals. We also found evidence for a general visual object recognition mechanism, while some combinations of category (faces, houses, words) and processing type (featural, configural) likely rely on additional mechanisms. Developmental conditions may therefore reflect combinations of impaired and intact aspects of specific and general visual object recognition mechanisms, where featural and configural processes for one object category separate from the featural or configural processing of another. More generally, RSA is a promising approach for advancing understanding of neurodiversity, including shared aspects and distinctions between neurodevelopmental conditions of visual recognition.
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Affiliation(s)
- Bahareh Jozranjbar
- Icelandic Vision Lab, Department of Psychology, University of Iceland, Iceland.
| | - Árni Kristjánsson
- Icelandic Vision Lab, Department of Psychology, University of Iceland, Iceland
| | - Randi Starrfelt
- Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Christian Gerlach
- Department of Psychology, University of Southern Denmark, Odense, Denmark
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3
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Huang Y. Dynamic Face Perception: The Role of Expertise in Dual Processing of Features and Configuration. JOURNAL OF UNDERGRADUATE LIFE SCIENCES 2023. [DOI: 10.33137/juls.v16i1.40382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Abstract
Face perception is the basis of many types of social information exchange, but there is controversy over its underlying mechanisms. Researchers have theorized two processing pathways underlying facial perception: configural processing and featural processing. Featural processing focuses on the individual features of a face, whereas configural processing focuses on the spatial relations of features. To resolve the debate on the relative contribution of the two pathways in face perception, researchers have proposed a dual processing model that the two pathways contribute to two different perceptions, detecting face-like patterns and identifying individual faces. The dual processing model is based on face perception experiments that primarily use static faces. As we mostly interact with dynamic faces in real life, the generalization of the model to dynamic faces will advance our understanding of how faces are perceived in real life. This paper proposes a refined dual processing model of dynamic face perception, in which expertise in dynamic face perception supports identifying individual faces, and it is a learned behaviour that develops with age. Specifically, facial motions account for the advantages of dynamic faces, compared to static faces. This paper highlights two intrinsic characteristics of facial motions that enable the advantages of dynamic faces in face perception. Firstly, facial motion provides facial information from various viewpoints, and thus supports the generalization of face perception to the unlearned view of faces. Secondly, distinctive motion patterns serve as a cue to the identity of the face.
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4
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Jozranjbar B, Kristjánsson Á, Sigurdardottir HM. Featural and configural processing of faces and houses in matched dyslexic and typical readers. Neuropsychologia 2021; 162:108059. [PMID: 34637801 DOI: 10.1016/j.neuropsychologia.2021.108059] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 09/15/2021] [Accepted: 10/08/2021] [Indexed: 12/25/2022]
Abstract
While dyslexia is typically described as a phonological deficit, recent evidence suggests that ventral stream regions, important for visual categorization and object recognition, are hypoactive in dyslexic readers who might accordingly show visual recognition deficits. By manipulating featural and configural information of faces and houses, we investigated whether dyslexic readers are disadvantaged at recognizing certain object classes or using particular visual processing mechanisms. Dyslexic readers found it harder to recognize objects (houses), suggesting that visual problems in dyslexia are not completely domain-specific. Face recognition accuracy was equivalent in the two groups. Lower recognition accuracy for houses was also related to reading difficulties even when accuracy for faces was kept constant, which could indicate a specific relationship between visual word processing and visual processing of non-face objects. Representational similarity analyses (RSA) revealed that featural and configural processes were clearly separable in typical readers, which was not the case for dyslexic readers who appear to rely on a single process. This was not restricted to particular visual categories, occurring for both faces and houses. We speculate that reading deficits in some dyslexic readers reflect their reliance on a single process for object recognition.
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Affiliation(s)
- Bahareh Jozranjbar
- Icelandic Vision Laboratory, Department of Psychology, University of Iceland, Iceland.
| | - Árni Kristjánsson
- Icelandic Vision Laboratory, Department of Psychology, University of Iceland, Iceland; School of Psychology, National Research University Higher School of Economics, Moscow, Russian Federation
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5
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Abstract
A longstanding controversy concerns the functional organization of high-level vision, and the extent to which the recognition of different classes of visual stimuli engages a single system or multiple independent systems. We examine this in the context of congenital prosopagnosia (CP), a neurodevelopmental disorder in which individuals, without a history of brain damage, are impaired at face recognition. This paper reviews all CP cases from 1976 to 2016, and explores the evidence for the association or dissociation of face and object recognition. Of the 238 CP cases with data permitting a satisfactory evaluation, 80.3% evinced an association between impaired face and object recognition whereas 19.7% evinced a dissociation. We evaluate the strength of the evidence and correlate the face and object recognition behaviour. We consider the implications for theories of functional organization of the visual system, and offer suggestions for further adjudication of the relationship between face and object recognition.
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Affiliation(s)
- Jacob Geskin
- a Department of Psychology and Center for the Neural Basis of Cognition , Carnegie Mellon University , Pittsburgh , PA , USA
| | - Marlene Behrmann
- a Department of Psychology and Center for the Neural Basis of Cognition , Carnegie Mellon University , Pittsburgh , PA , USA
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6
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Biotti F, Wu E, Yang H, Jiahui G, Duchaine B, Cook R. Normal composite face effects in developmental prosopagnosia. Cortex 2017; 95:63-76. [DOI: 10.1016/j.cortex.2017.07.018] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 04/10/2017] [Accepted: 08/01/2017] [Indexed: 11/28/2022]
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Rivolta D, Lawson RP, Palermo R. More than just a problem with faces: altered body perception in a group of congenital prosopagnosics. Q J Exp Psychol (Hove) 2017; 70:276-286. [DOI: 10.1080/17470218.2016.1174277] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
It has been estimated that one out of 40 people in the general population suffer from congenital prosopagnosia (CP), a neurodevelopmental disorder characterized by difficulty identifying people by their faces. CP involves impairment in recognizing faces, although the perception of non-face stimuli may also be impaired. Given that social interaction depends not only on face processing, but also on the processing of bodies, it is of theoretical importance to ascertain whether CP is also characterized by body perception impairments. Here, we tested 11 CPs and 11 matched control participants on the Body Identity Recognition Task (BIRT), a forced-choice match-to-sample task, using stimuli that require processing of body-specific, not clothing-specific, features. Results indicated that the group of CPs were as accurate as controls on the BIRT, which is in line with the lack of body perception complaints by CPs. However, the CPs were slower than controls, and when accuracy and response times were combined into inverse efficiency scores (IESs), the group of CPs were impaired, suggesting that the CPs could be using more effortful cognitive mechanisms to be as accurate as controls. In conclusion, our findings demonstrate that CP may not generally be limited to face processing difficulties, but may also extend to body perception.
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Affiliation(s)
- Davide Rivolta
- School of Psychology, University of East London (UEL), London, UK
| | - Rebecca P. Lawson
- Wellcome Trust Centre for Neuroimaging, University College London (UCL), London, UK
| | - Romina Palermo
- ARC Centre of Excellence in Cognition and its Disorders, and School of Psychology, University of Western Australia, Crawley, WA, Australia
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Tanzer M, Weinbach N, Mardo E, Henik A, Avidan G. Phasic alertness enhances processing of face and non-face stimuli in congenital prosopagnosia. Neuropsychologia 2016; 89:299-308. [PMID: 27364232 DOI: 10.1016/j.neuropsychologia.2016.06.032] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Revised: 06/24/2016] [Accepted: 06/25/2016] [Indexed: 12/01/2022]
Affiliation(s)
- Michal Tanzer
- Psychology Department, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Noam Weinbach
- Psychology Department, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Elite Mardo
- Psychology Department, Ben-Gurion University of the Negev, Beer Sheva, Israel; Psychology Department, Haifa University, Haifa, Israel
| | - Avishai Henik
- Psychology Department, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Galia Avidan
- Psychology Department, Ben-Gurion University of the Negev, Beer Sheva, Israel.
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9
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Corrow JC, Corrow SL, Lee E, Pancaroglu R, Burles F, Duchaine B, Iaria G, Barton JJS. Getting lost: Topographic skills in acquired and developmental prosopagnosia. Cortex 2016; 76:89-103. [PMID: 26874939 DOI: 10.1016/j.cortex.2016.01.003] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2015] [Revised: 11/09/2015] [Accepted: 01/06/2016] [Indexed: 10/22/2022]
Abstract
Previous studies report that acquired prosopagnosia is frequently associated with topographic disorientation. Whether this is associated with a specific anatomic subtype of prosopagnosia, how frequently it is seen with the developmental variant, and what specific topographic function is impaired to account for this problem are not known. We studied ten subjects with acquired prosopagnosia from either occipitotemporal or anterior temporal (AT) lesions and seven with developmental prosopagnosia. Subjects were given a battery of topographic tests, including house and scene recognition, the road map test, a test of cognitive map formation, and a standardized self-report questionnaire. House and/or scene recognition were frequently impaired after either occipitotemporal or AT lesions in acquired prosopagnosia. Subjects with occipitotemporal lesions were also impaired in cognitive map formation: an overlap analysis identified right fusiform and parahippocampal gyri as a likely correlate. Only one subject with acquired prosopagnosia had mild difficulty with directional orientation on the road map test. Only one subject with developmental prosopagnosia had difficulty with cognitive map formation, and none were impaired on the other tests. Scores for house and scene recognition correlated most strongly with the results of the questionnaire. We conclude that topographic disorientation in acquired prosopagnosia reflects impaired place recognition, with a contribution from poor cognitive map formation when there is occipitotemporal damage. Topographic impairments are less frequent in developmental prosopagnosia.
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Affiliation(s)
- Jeffrey C Corrow
- Human Vision and Eye Movement Laboratory, Departments of Medicine (Neurology), Ophthalmology and Visual Science, University of British Columbia, Vancouver, Canada
| | - Sherryse L Corrow
- Human Vision and Eye Movement Laboratory, Departments of Medicine (Neurology), Ophthalmology and Visual Science, University of British Columbia, Vancouver, Canada
| | - Edison Lee
- Human Vision and Eye Movement Laboratory, Departments of Medicine (Neurology), Ophthalmology and Visual Science, University of British Columbia, Vancouver, Canada.,College of Osteopathic Medicine, University of New England, Biddeford USA
| | - Raika Pancaroglu
- Human Vision and Eye Movement Laboratory, Departments of Medicine (Neurology), Ophthalmology and Visual Science, University of British Columbia, Vancouver, Canada
| | - Ford Burles
- NeuroLab, Department of Psychology, Hotchkiss Brain Institute, and Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada
| | - Brad Duchaine
- Department of Psychology, Dartmouth University, Dartmouth USA
| | - Giuseppe Iaria
- NeuroLab, Department of Psychology, Hotchkiss Brain Institute, and Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada
| | - Jason J S Barton
- Human Vision and Eye Movement Laboratory, Departments of Medicine (Neurology), Ophthalmology and Visual Science, University of British Columbia, Vancouver, Canada
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10
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Esins J, Schultz J, Stemper C, Kennerknecht I, Bülthoff I. Face Perception and Test Reliabilities in Congenital Prosopagnosia in Seven Tests. Iperception 2016; 7:2041669515625797. [PMID: 27482369 PMCID: PMC4954744 DOI: 10.1177/2041669515625797] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Congenital prosopagnosia, the innate impairment in recognizing faces, is a very heterogeneous disorder with different phenotypical manifestations. To investigate the nature of prosopagnosia in more detail, we tested 16 prosopagnosics and 21 controls with an extended test battery addressing various aspects of face recognition. Our results show that prosopagnosics exhibited significant impairments in several face recognition tasks: impaired holistic processing (they were tested amongst others with the Cambridge Face Memory Test (CFMT)) as well as reduced processing of configural information of faces. This test battery also revealed some new findings. While controls recognized moving faces better than static faces, prosopagnosics did not exhibit this effect. Furthermore, prosopagnosics had significantly impaired gender recognition—which is shown on a groupwise level for the first time in our study. There was no difference between groups in the automatic extraction of face identity information or in object recognition as tested with the Cambridge Car Memory Test. In addition, a methodological analysis of the tests revealed reduced reliability for holistic face processing tests in prosopagnosics. To our knowledge, this is the first study to show that prosopagnosics showed a significantly reduced reliability coefficient (Cronbach’s alpha) in the CFMT compared to the controls. We suggest that compensatory strategies employed by the prosopagnosics might be the cause for the vast variety of response patterns revealed by the reduced test reliability. This finding raises the question whether classical face tests measure the same perceptual processes in controls and prosopagnosics.
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Affiliation(s)
- Janina Esins
- Department of Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Tübingen, Germany
| | | | - Claudia Stemper
- Institute of Human Genetics, Westfälische Wilhelms-Universität Münster, Münster, Germany
| | - Ingo Kennerknecht
- Institute of Human Genetics, Westfälische Wilhelms-Universität Münster, Münster, Germany
| | - Isabelle Bülthoff
- Department of Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Tübingen, Germany
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11
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Hemispheric asymmetry in discriminating faces differing for featural or configural (second-order relations) aspects. Psychon Bull Rev 2015; 21:363-9. [PMID: 23888423 DOI: 10.3758/s13423-013-0484-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The human capacity to discriminate among different faces relies on distinct parallel subprocesses, based either on the analysis of configural aspects or on the sequential analysis of the single elements of a face. A particular type of configural processing consists of considering whether two faces differ in terms of internal spacing among their features, referred to as second-order relations processing. Findings from electrophysiological, neuroimaging, and lesion studies suggest that, overall, configural processes rely more on the right hemisphere, whereas analysis of single features would involve more the left. However, results are not always consistent, and behavioral evidence for a right-hemisphere specialization in second-order relations processing is lacking. Here, we used divided visual field presentation to investigate the possible different contributions of the two hemispheres to face discrimination based on relational versus featural processing. Our data indicate a right-hemispheric specialization in relational processing of upright (but not inverted) faces. Furthermore, we provide evidence regarding the involvement of both the right and left hemispheres in the processing of faces differing for inner features, suggesting that both analytical and configural modes of processing are at play.
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12
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Rivolta D, Woolgar A, Palermo R, Butko M, Schmalzl L, Williams MA. Multi-voxel pattern analysis (MVPA) reveals abnormal fMRI activity in both the "core" and "extended" face network in congenital prosopagnosia. Front Hum Neurosci 2014; 8:925. [PMID: 25431556 PMCID: PMC4230164 DOI: 10.3389/fnhum.2014.00925] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2014] [Accepted: 10/30/2014] [Indexed: 11/13/2022] Open
Abstract
The ability to identify faces is mediated by a network of cortical and subcortical brain regions in humans. It is still a matter of debate which regions represent the functional substrate of congenital prosopagnosia (CP), a condition characterized by a lifelong impairment in face recognition, and affecting around 2.5% of the general population. Here, we used functional Magnetic Resonance Imaging (fMRI) to measure neural responses to faces, objects, bodies, and body-parts in a group of seven CPs and ten healthy control participants. Using multi-voxel pattern analysis (MVPA) of the fMRI data we demonstrate that neural activity within the “core” (i.e., occipital face area and fusiform face area) and “extended” (i.e., anterior temporal cortex) face regions in CPs showed reduced discriminability between faces and objects. Reduced differentiation between faces and objects in CP was also seen in the right parahippocampal cortex. In contrast, discriminability between faces and bodies/body-parts and objects and bodies/body-parts across the ventral visual system was typical in CPs. In addition to MVPA analysis, we also ran traditional mass-univariate analysis, which failed to show any group differences in face and object discriminability. In sum, these findings demonstrate (i) face-object representations impairments in CP which encompass both the “core” and “extended” face regions, and (ii) superior power of MVPA in detecting group differences.
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Affiliation(s)
- Davide Rivolta
- School of Psychology, University of East London London, UK ; Perception in Action Research Centre, and ARC Centre of Excellence in Cognition and its Disorders, Department of Cognitive Science, Faculty of Human Sciences, Macquarie University Sydney, NSW, Australia
| | - Alexandra Woolgar
- Perception in Action Research Centre, and ARC Centre of Excellence in Cognition and its Disorders, Department of Cognitive Science, Faculty of Human Sciences, Macquarie University Sydney, NSW, Australia
| | - Romina Palermo
- School of Psychology, and ARC Centre of Excellence in Cognition and its Disorders, University of Western Australia Crawley, WA, Australia
| | - Marina Butko
- Perception in Action Research Centre, and ARC Centre of Excellence in Cognition and its Disorders, Department of Cognitive Science, Faculty of Human Sciences, Macquarie University Sydney, NSW, Australia
| | - Laura Schmalzl
- Department of Family and Preventive Medicine, University of California San Diego La Jolla, CA, USA
| | - Mark A Williams
- Perception in Action Research Centre, and ARC Centre of Excellence in Cognition and its Disorders, Department of Cognitive Science, Faculty of Human Sciences, Macquarie University Sydney, NSW, Australia
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13
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Shah P, Gaule A, Gaigg SB, Bird G, Cook R. Probing short-term face memory in developmental prosopagnosia. Cortex 2014; 64:115-22. [PMID: 25461712 DOI: 10.1016/j.cortex.2014.10.006] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2014] [Revised: 07/16/2014] [Accepted: 10/17/2014] [Indexed: 10/24/2022]
Abstract
It has recently been proposed that the face recognition deficits seen in neurodevelopmental disorders may reflect impaired short-term face memory (STFM). For example, introducing a brief delay between the presentation of target and test faces seems to disproportionately impair matching or recognition performance in individuals with Autism Spectrum Disorders. The present study sought to determine whether deficits of STFM contribute to impaired face recognition seen in Developmental Prosopagnosia. To determine whether developmental prosopagnosics exhibit impaired STFM, the present study used a six-alternative-forced-choice match-to-sample procedure. Memory demand was manipulated by employing a short or long delay between the presentation of the target face, and the six test faces. Crucially, the perceptual demands were identical in both conditions, thereby allowing the independent contribution of STFM to be assessed. Prosopagnosics showed clear evidence of a category-specific impairment for face-matching in both conditions; they were both slower and less accurate than matched controls. Crucially, however, the prosopagnosics showed no evidence of disproportionate face recognition impairment in the long-interval condition. While individuals with DP may have problems with the perceptual encoding of faces, it appears that their representations are stable over short durations. These results suggest that the face recognition difficulties seen in DP and autism may be qualitatively different, attributable to deficits of perceptual encoding and perceptual maintenance, respectively.
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Affiliation(s)
- Punit Shah
- Department of Psychology, City University London, London, UK; MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, University of London, London, UK
| | - Anne Gaule
- Department of Psychology, City University London, London, UK; Division of Psychology and Language Sciences, University College London, University of London, London, UK
| | | | - Geoffrey Bird
- MRC Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, University of London, London, UK; Institute of Cognitive Neuroscience, University College London, University of London, London, UK
| | - Richard Cook
- Department of Psychology, City University London, London, UK.
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Esins J, Schultz J, Wallraven C, Bülthoff I. Do congenital prosopagnosia and the other-race effect affect the same face recognition mechanisms? Front Hum Neurosci 2014; 8:759. [PMID: 25324757 PMCID: PMC4179381 DOI: 10.3389/fnhum.2014.00759] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2014] [Accepted: 09/08/2014] [Indexed: 11/13/2022] Open
Abstract
Congenital prosopagnosia (CP), an innate impairment in recognizing faces, as well as the other-race effect (ORE), a disadvantage in recognizing faces of foreign races, both affect face recognition abilities. Are the same face processing mechanisms affected in both situations? To investigate this question, we tested three groups of 21 participants: German congenital prosopagnosics, South Korean participants and German controls on three different tasks involving faces and objects. First we tested all participants on the Cambridge Face Memory Test in which they had to recognize Caucasian target faces in a 3-alternative-forced-choice task. German controls performed better than Koreans who performed better than prosopagnosics. In the second experiment, participants rated the similarity of Caucasian faces that differed parametrically in either features or second-order relations (configuration). Prosopagnosics were less sensitive to configuration changes than both other groups. In addition, while all groups were more sensitive to changes in features than in configuration, this difference was smaller in Koreans. In the third experiment, participants had to learn exemplars of artificial objects, natural objects, and faces and recognize them among distractors of the same category. Here prosopagnosics performed worse than participants in the other two groups only when they were tested on face stimuli. In sum, Koreans and prosopagnosic participants differed from German controls in different ways in all tests. This suggests that German congenital prosopagnosics perceive Caucasian faces differently than do Korean participants. Importantly, our results suggest that different processing impairments underlie the ORE and CP.
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Affiliation(s)
- Janina Esins
- Human Perception, Cognition and Action, Max Planck Institute for Biological CyberneticsTübingen, Germany
| | - Johannes Schultz
- Human Perception, Cognition and Action, Max Planck Institute for Biological CyberneticsTübingen, Germany
- Department of Psychology, Durham UniversityDurham, UK
| | - Christian Wallraven
- Department of Brain and Cognitive Engineering, Korea UniversitySeoul, South Korea
| | - Isabelle Bülthoff
- Human Perception, Cognition and Action, Max Planck Institute for Biological CyberneticsTübingen, Germany
- Department of Brain and Cognitive Engineering, Korea UniversitySeoul, South Korea
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15
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Johnen A, Schmukle SC, Hüttenbrink J, Kischka C, Kennerknecht I, Dobel C. A family at risk: congenital prosopagnosia, poor face recognition and visuoperceptual deficits within one family. Neuropsychologia 2014; 58:52-63. [PMID: 24704175 DOI: 10.1016/j.neuropsychologia.2014.03.013] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2013] [Revised: 03/21/2014] [Accepted: 03/25/2014] [Indexed: 10/25/2022]
Abstract
Congenital prosopagnosia (CP) describes a severe face processing impairment despite intact early vision and in the absence of overt brain damage. CP is assumed to be present from birth and often transmitted within families. Previous studies reported conflicting findings regarding associated deficits in nonface visuoperceptual tasks. However, diagnostic criteria for CP significantly differed between studies, impeding conclusions on the heterogeneity of the impairment. Following current suggestions for clinical diagnoses of CP, we administered standardized tests for face processing, a self-report questionnaire and general visual processing tests to an extended family (N=28), in which many members reported difficulties with face recognition. This allowed us to assess the degree of heterogeneity of the deficit within a large sample of suspected CPs of similar genetic and environmental background. (a) We found evidence for a severe face processing deficit but intact nonface visuoperceptual skills in three family members - a father and his two sons - who fulfilled conservative criteria for a CP diagnosis on standardized tests and a self-report questionnaire, thus corroborating findings of familial transmissions of CP. (b) Face processing performance of the remaining family members was also significantly below the mean of the general population, suggesting that face processing impairments are transmitted as a continuous trait rather than in a dichotomous all-or-nothing fashion. (c) Self-rating scores of face recognition showed acceptable correlations with standardized tests, suggesting this method as a viable screening procedure for CP diagnoses. (d) Finally, some family members revealed severe impairments in general visual processing and nonface visual memory tasks either in conjunction with face perception deficits or as an isolated impairment. This finding may indicate an elevated risk for more general visuoperceptual deficits in families with prosopagnosic members.
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Affiliation(s)
- Andreas Johnen
- Institute for Biomagnetism and Biosignalanalysis, Westfälische Wilhelms-Universität Münster, Münster, Germany; Department of Neurology, University Hospital Münster, Münster, Germany.
| | | | - Judith Hüttenbrink
- Institute for Biomagnetism and Biosignalanalysis, Westfälische Wilhelms-Universität Münster, Münster, Germany
| | - Claudia Kischka
- Institute for Human Genetics, Westfälische Wilhelms-Universität Münster, Münster, Germany
| | - Ingo Kennerknecht
- Institute for Human Genetics, Westfälische Wilhelms-Universität Münster, Münster, Germany
| | - Christian Dobel
- Institute for Biomagnetism and Biosignalanalysis, Westfälische Wilhelms-Universität Münster, Münster, Germany
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Zinchenko A, Kim H, Danek A, Müller HJ, Rangelov D. Local feature suppression effect in face and non-face stimuli. PSYCHOLOGICAL RESEARCH 2014; 79:194-205. [PMID: 24578162 DOI: 10.1007/s00426-014-0548-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2013] [Accepted: 02/07/2014] [Indexed: 11/24/2022]
Abstract
There is evidence that the cognitive system processes human faces faster and more precisely than other stimuli. Also, faces summon visual attention in an automatic manner, as evidenced by efficient, 'pop-out' search for face targets amongst homogeneous non-face distractors. Pop-out for faces implies that faces are processed as a basic visual 'feature' by specialized face-tuned detectors, similar to the coding of other features (e.g., color, orientation, motion, etc.). However, it is unclear whether such face detectors encode only the global face configuration or both global and local face features. If the former were correct, the face detectors should be unable to support search for a local face feature, rendering search slower relative to non-face stimuli; that is, there would be local feature suppression (LFS) for faces. If the latter was the case, there should be no difference in the processing of local and, respectively, global face features. In two experiments, participants discerned the presence (vs. absence) of a local target defined as a part of either a normal or a scrambled (schematic or realistic) face or of a non-face (Kanizsa diamond or realistic house) configuration. The results consistently showed a robust LFS effect in both reaction times and error rates for face stimuli, and either no difference or even a local feature enhancement effect for the control stimuli. Taken together, these findings indicate that faces are encoded as a basic visual feature by means of globally tuned face detectors.
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Affiliation(s)
- Artyom Zinchenko
- Allgemeine und Experimentelle Psychologie, Ludwig-Maximilians-Universität, 80802, Munich, Germany,
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17
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Tanzer M, Freud E, Ganel T, Avidan G. General holistic impairment in congenital prosopagnosia: evidence from Garner's speeded-classification task. Cogn Neuropsychol 2014; 30:429-45. [PMID: 24460391 DOI: 10.1080/02643294.2013.873715] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Congenital prosopagnosia (CP), a lifelong impairment in face processing in the absence of brain damage, is often ascribed to impairment in holistic processing. It is still debated whether such difficulties are restricted to faces or whether they can also be observed for nonfacial stimuli. Here, we investigate this issue by examining CP individuals and their controls on two variations of the Garner speeded classification task tailored to assess holistic processing of nonfacial stimuli. In Experiment 1, participants were asked to judge the width of visually presented rectangles while ignoring their irrelevant height, or to judge changes in width while height remained constant. Critically, while controls exhibited the expected Garner interference, no such interference was observed for the CPs, indicating impaired holistic processing of integral, nonfacial shape dimensions. Experiment 2, utilized the same Garner paradigm, but here participants were asked to judge integral dimensions that are unrelated to shape (colour). Importantly, both CPs and controls exhibited the same level of Garner interference, indicating intact integral processing of colour dimensions. This dissociation between the performance on the two Garner tasks indicates that CPs do not exhibit a general local processing bias or impaired integration of any perceptual dimensions, but rather a deficit that is restricted to tasks requiring holistic integral perception of shape dimensions. Taken together, these results provide evidence for the existence of a general impairment in holistic shape perception in CP, which may be related to the mechanisms underlying this disorder.
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Affiliation(s)
- Michal Tanzer
- a Department of Psychology , Ben-Gurion University of the Negev , Beer Sheva , Israel
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18
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Kimchi R, Behrmann M, Avidan G, Amishav R. Perceptual separability of featural and configural information in congenital prosopagnosia. Cogn Neuropsychol 2013; 29:447-63. [DOI: 10.1080/02643294.2012.752723] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Ruth Kimchi
- a Department of Psychology , University of Haifa , Haifa , Israel
- d Institute of Information Processing and Decision Making , University of Haifa , Haifa , Israel
| | - Marlene Behrmann
- b Department of Psychology , Carnegie Mellon University , Pittsburgh , PA , USA
| | - Galia Avidan
- c Department of Psychology , Ben-Gurion University of the Negev , Beer-Sheva , Israel
| | - Rama Amishav
- d Institute of Information Processing and Decision Making , University of Haifa , Haifa , Israel
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Renzi C, Schiavi S, Carbon CC, Vecchi T, Silvanto J, Cattaneo Z. Processing of featural and configural aspects of faces is lateralized in dorsolateral prefrontal cortex: a TMS study. Neuroimage 2013; 74:45-51. [PMID: 23435211 DOI: 10.1016/j.neuroimage.2013.02.015] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2012] [Revised: 01/22/2013] [Accepted: 02/02/2013] [Indexed: 11/29/2022] Open
Abstract
Facial recognition relies on distinct and parallel types of processing: featural processing focuses on the individual components of a face (e.g., the shape or the size of the eyes), whereas configural (or "relational") processing considers the spatial interrelationships among the single facial components (e.g., distance of the mouth from the nose). Previous neuroimaging evidence has suggested that featural and configural processes may rely on different brain circuits. By using rTMS, here we show for the first time a double dissociation in dorsolateral prefrontal cortex for different aspects of face processing: in particular, TMS over the left middle frontal gyrus (BA8) selectively disrupted featural processing, whereas TMS over the right inferior frontal gyrus (BA44) selectively interfered with configural processing of faces. By establishing a causal link between activation in left and right prefrontal areas and different modes of face processing, our data extend previous neuroimaging evidence and may have important implications in the study of face-processing deficits, such as those manifested in prosopagnosia and autistic spectrum disorders.
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Affiliation(s)
- Chiara Renzi
- Brain Connectivity Center, IRCCS Mondino, Pavia, Italy
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20
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Cattaneo Z, Vecchi T, Monegato M, Pece A, Merabet LB, Carbon CC. Strabismic amblyopia affects relational but not featural and Gestalt processing of faces. Vision Res 2013; 80:19-30. [PMID: 23376210 DOI: 10.1016/j.visres.2013.01.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2012] [Revised: 01/15/2013] [Accepted: 01/23/2013] [Indexed: 11/26/2022]
Abstract
The ability to identify faces is of critical importance for normal social interactions. Previous evidence suggests that early visual deprivation may impair certain aspects of face recognition. The effects of strabismic amblyopia on face processing have not been investigated previously. In this study, a group of individuals with amblyopia were administered two tasks known to selectively measure face detection based on a Gestalt representation of a face (Mooney faces task) and featural and relational processing of faces (Jane faces task). Our data show that--when relying on their amblyopic eye only - strabismic amblyopes perform as well as normally sighted individuals in face detection and recognition on the basis of their single features. However, they are significantly impaired in discriminating among different faces on the basis of the spacing of their single features (i.e., configural processing of relational information). Our findings are the first to demonstrate that strabismic amblyopia may cause specific deficits in face recognition, and add to previous reports characterizing visual perceptual deficits associated in amblyopia as high-level and not only as low-level processing.
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Affiliation(s)
- Zaira Cattaneo
- Department of Psychology, University of Milano-Bicocca, Milano, Italy.
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21
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Young KS, Parsons CE, Stein A, Kringelbach ML. Interpreting infant vocal distress: the ameliorative effect of musical training in depression. Emotion 2012; 12:1200-5. [PMID: 22775126 PMCID: PMC3518372 DOI: 10.1037/a0028705] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2011] [Revised: 04/24/2012] [Accepted: 04/24/2012] [Indexed: 11/20/2022]
Abstract
An infant's cry is one of the most emotionally salient sounds in our environment. Depression is known to disrupt a mother's ability to respond to her infant, but it is not well-understood why such difficulties arise. One reason might be that depression disrupts the perceptual abilities necessary to interpret infant's affective cues. Given that musicians are known to have enhanced auditory perception, we assessed whether depression and previous musical training can impact on the ability to interpret distress in infant cries, as manipulated by changes in pitch. Depressed participants with musical training demonstrated better discriminative acuity of distress in infant cry bursts compared to those without. Non-depressed participants, with and without musical training, had levels comparable to musicians with depression. We suggest that previous musical training may act as a protective factor that maintains auditory perceptual abilities in the context of depression. These findings have potential implications for the development of novel training interventions to maintain sensitivity to infant vocal cues in individuals with postnatal depression.
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Affiliation(s)
- Katherine S. Young
- Section of Child and Adolescent Psychiatry, University of Oxford, Oxford, United Kingdom and Center of Functionally Integrative Neuroscience, Aarhus University, Aarhus, The Netherlands
| | - Christine E. Parsons
- Section of Child and Adolescent Psychiatry, University of Oxford, Oxford, United Kingdom and Center of Functionally Integrative Neuroscience, Aarhus University, Aarhus, The Netherlands
| | - Alan Stein
- Section of Child and Adolescent Psychiatry, University of Oxford
| | - Morten L. Kringelbach
- Section of Child and Adolescent Psychiatry, University of Oxford, Oxford, United Kingdom and Center of Functionally Integrative Neuroscience, Aarhus University, Aarhus, The Netherlands
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Sun G, Li M, Yang Z, Li L, Jiang Q, Zhao L. Hyperthermia exposure impaired the early stage of face recognition: An ERP study. Int J Hyperthermia 2012; 28:605-20. [DOI: 10.3109/02656736.2012.720345] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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23
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Crowd perception in prosopagnosia. Neuropsychologia 2012; 50:1698-707. [DOI: 10.1016/j.neuropsychologia.2012.03.026] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2011] [Revised: 03/21/2012] [Accepted: 03/22/2012] [Indexed: 11/15/2022]
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Avidan G, Tanzer M, Behrmann M. Impaired holistic processing in congenital prosopagnosia. Neuropsychologia 2011; 49:2541-52. [PMID: 21601583 DOI: 10.1016/j.neuropsychologia.2011.05.002] [Citation(s) in RCA: 164] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2010] [Revised: 05/01/2011] [Accepted: 05/05/2011] [Indexed: 11/26/2022]
Abstract
It has long been argued that face processing requires disproportionate reliance on holistic or configural processing, relative to that required for non-face object recognition, and that a disruption of such holistic processing may be causally implicated in prosopagnosia. Previously, we demonstrated that individuals with congenital prosopagnosia (CP) did not show the normal face inversion effect (better performance for upright compared to inverted faces) and evinced a local (rather than the normal global) bias in a compound letter global/local (GL) task, supporting the claim of disrupted holistic processing in prosopagnosia. Here, we investigate further the nature of holistic processing impairments in CP, first by confirming, in a large sample of CP individuals, the absence of the normal face inversion effect and the presence of the local bias on the GL task, and, second, by employing the composite face paradigm, often regarded as the gold standard for measuring holistic face processing. In this last task, we show that, in contrast with controls, the CP group perform equivalently with aligned and misaligned faces and was impervious to (the normal) interference from the task-irrelevant bottom part of faces. Interestingly, the extent of the local bias evident in the composite task is correlated with the abnormality of performance on diagnostic face processing tasks. Furthermore, there is a significant correlation between the magnitude of the local bias in the GL and performance on the composite task. These results provide further evidence for impaired holistic processing in CP and, moreover, corroborate the critical role of this type of processing for intact face recognition.
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Affiliation(s)
- Galia Avidan
- Department of Psychology, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
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25
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Dobel C, Junghöfer M, Gruber T. The role of gamma-band activity in the representation of faces: reduced activity in the fusiform face area in congenital prosopagnosia. PLoS One 2011; 6:e19550. [PMID: 21573175 PMCID: PMC3088687 DOI: 10.1371/journal.pone.0019550] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2010] [Accepted: 04/11/2011] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Congenital prosopagnosia (CP) describes an impairment in face processing that is presumably present from birth. The neuronal correlates of this dysfunction are still under debate. In the current paper, we investigate high-frequent oscillatory activity in response to faces in persons with CP. Such neuronal activity is thought to reflect higher-level representations for faces. METHODOLOGY Source localization of induced Gamma-Band Responses (iGBR) measured by magnetoencephalography (MEG) was used to establish the origin of oscillatory activity in response to famous and unknown faces which were presented in upright and inverted orientation. Persons suffering from congenital prosopagnosia (CP) were compared to matched controls. PRINCIPAL FINDINGS Corroborating earlier research, both groups revealed amplified iGBR in response to upright compared to inverted faces predominately in a time interval between 170 and 330 ms and in a frequency range from 50-100 Hz. Oscillatory activity upon known faces was smaller in comparison to unknown faces, suggesting a "sharpening" effect reflecting more efficient processing for familiar stimuli. These effects were seen in a wide cortical network encompassing temporal and parietal areas involved in the disambiguation of homogenous stimuli such as faces, and in the retrieval of semantic information. Importantly, participants suffering from CP displayed a strongly reduced iGBR in the left fusiform area compared to control participants. CONCLUSIONS In sum, these data stress the crucial role of oscillatory activity for face representation and demonstrate the involvement of a distributed occipito-temporo-parietal network in generating iGBR. This study also provides the first evidence that persons suffering from an agnosia actually display reduced gamma band activity. Finally, the results argue strongly against the view that oscillatory activity is a mere epiphenomenon brought fourth by rapid eye-movements (micro saccades).
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Affiliation(s)
- Christian Dobel
- Institute for Biomagnetism and Biosignalanalyis, Otto Creutzfeldt Center, Westfälische Wilhelms-Universität Münster, Münster, Germany.
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Rivolta D, Palermo R, Schmalzl L, Coltheart M. Covert face recognition in congenital prosopagnosia: a group study. Cortex 2011; 48:344-52. [PMID: 21329915 DOI: 10.1016/j.cortex.2011.01.005] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2010] [Revised: 10/20/2010] [Accepted: 01/13/2011] [Indexed: 10/18/2022]
Abstract
INTRODUCTION Even though people with congenital prosopagnosia (CP) never develop a normal ability to "overtly" recognize faces, some individuals show indices of "covert" (or implicit) face recognition. The aim of this study was to demonstrate covert face recognition in CP when participants could not overtly recognize the faces. METHODS Eleven people with CP completed three tasks assessing their overt face recognition ability, and three tasks assessing their "covert" face recognition: a Forced choice familiarity task, a Forced choice cued task, and a Priming task. RESULTS Evidence of covert recognition was observed with the Forced choice familiarity task, but not the Priming task. In addition, we propose that the Forced choice cued task does not measure covert processing as such, but instead "provoked-overt" recognition. CONCLUSIONS Our study clearly shows that people with CP demonstrate covert recognition for faces that they cannot overtly recognize, and that behavioural tasks vary in their sensitivity to detect covert recognition in CP.
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Affiliation(s)
- Davide Rivolta
- Macquarie Centre for Cognitive Science (MACCS), Macquarie University, Sydney, Australia.
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Lange J, de Lussanet M, Kuhlmann S, Zimmermann A, Lappe M, Zwitserlood P, Dobel C. Impairments of biological motion perception in congenital prosopagnosia. PLoS One 2009; 4:e7414. [PMID: 19823580 PMCID: PMC2756626 DOI: 10.1371/journal.pone.0007414] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2009] [Accepted: 09/18/2009] [Indexed: 11/18/2022] Open
Abstract
Prosopagnosia is a deficit in recognizing people from their faces. Acquired prosopagnosia results after brain damage, developmental or congenital prosopagnosia (CP) is not caused by brain lesion, but has presumably been present from early childhood onwards. Since other sensory, perceptual, and cognitive abilities are largely spared, CP is considered to be a stimulus-specific deficit, limited to face processing. Given that recent behavioral and imaging studies indicate a close relationship of face and biological-motion perception in healthy adults, we hypothesized that biological motion processing should be impaired in CP. Five individuals with CP and ten matched healthy controls were tested with diverse biological-motion stimuli and tasks. Four of the CP individuals showed severe deficits in biological-motion processing, while one performed within the lower range of the controls. A discriminant analysis classified all participants correctly with a very high probability for each participant. These findings demonstrate that in CP, impaired perception of faces can be accompanied by impaired biological-motion perception. We discuss implications for dedicated and shared mechanisms involved in the perception of faces and biological motion.
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Affiliation(s)
- Joachim Lange
- Institute of Clinical Neuroscience and Medical Psychology, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
- Radboud University Nijmegen, Donders Institute for Brain, Cognition and Behaviour: Centre for Cognitive Neuroimaging, Nijmegen, The Netherlands
- * E-mail: (JL); (CD)
| | - Marc de Lussanet
- Department of Psychology, University of Münster, Münster, Germany
- Institute for Biomagnetism and Biosignalanalysis, University of Münster, Münster, Germany
| | - Simone Kuhlmann
- Department of Psychology, University of Münster, Münster, Germany
| | - Anja Zimmermann
- Department of Psychology, University of Münster, Münster, Germany
| | - Markus Lappe
- Department of Psychology, University of Münster, Münster, Germany
- Institute for Biomagnetism and Biosignalanalysis, University of Münster, Münster, Germany
| | - Pienie Zwitserlood
- Department of Psychology, University of Münster, Münster, Germany
- Institute for Biomagnetism and Biosignalanalysis, University of Münster, Münster, Germany
| | - Christian Dobel
- Department of Psychology, University of Münster, Münster, Germany
- Institute for Biomagnetism and Biosignalanalysis, University of Münster, Münster, Germany
- Otto Creutzfeldt Center for Cognitive and Behavioral Neuroscience, Münster, Germany
- * E-mail: (JL); (CD)
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