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Gilad-Gutnick S, Hu HF, Dalrymple KA, Gupta P, Shah P, Ralekar C, Verma D, Tiwari K, Ben-Ami S, Swami P, Ganesh S, Mathur U, Sinha P. Face-specific identification impairments following sight-providing treatment may be alleviated by an initial period of low visual acuity. Sci Rep 2024; 14:17374. [PMID: 39075093 DOI: 10.1038/s41598-024-67949-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 07/17/2024] [Indexed: 07/31/2024] Open
Abstract
Identifying faces requires configural processing of visual information. We previously proposed that the poor visual acuity experienced by newborns in their first year of life lays the groundwork for such configural processing by forcing integration over larger spatial fields. This hypothesis predicts that children treated for congenital cataracts late in life will exhibit persistent impairments in face- but not object-identification, because they begin their visual journey with higher than newborn acuity. This would not be the case for patients whose pretreatment condition has allowed for initial low acuity vision, like that of a newborn. Here, we test this prediction by assessing the development of facial identification skill in three groups: patients treated for congenital cataracts whose pretreatment visual acuity was worse than that of a newborn, patients whose pretreatment acuity was better than that of a newborn, and age-matched controls. We find that while both patient groups show significant gains in object-identification, the emergence of face identification is determined by pretreatment acuity: patients with pre-operative acuity worse than a newborn did not show any improvements on face-identification tasks despite years of visual experience, whereas those with pretreatment acuity comparable to a newborn improved on both the object- and face-identification tasks. These findings not only answer our research question but also provide new insights into the role of early visual acuity in facial identification development. We discuss these results in the context of both typical and atypical visual development.
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Affiliation(s)
- S Gilad-Gutnick
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, USA.
| | - H F Hu
- Department of Psychology, New York University, New York, USA
| | | | - P Gupta
- Project Prakash, Dr. Shroff's Charity Eye Hospital, New Delhi, India
| | - P Shah
- Project Prakash, Dr. Shroff's Charity Eye Hospital, New Delhi, India
| | - C Ralekar
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, USA
| | - D Verma
- Project Prakash, Dr. Shroff's Charity Eye Hospital, New Delhi, India
| | - K Tiwari
- Project Prakash, Dr. Shroff's Charity Eye Hospital, New Delhi, India
| | - S Ben-Ami
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, USA
| | - P Swami
- Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark
| | - S Ganesh
- Project Prakash, Dr. Shroff's Charity Eye Hospital, New Delhi, India
- Department of Pediatric Ophthalmology, Dr. Shroff's Charity Eye Hospital, New Delhi, India
| | - U Mathur
- Department of Pediatric Ophthalmology, Dr. Shroff's Charity Eye Hospital, New Delhi, India
| | - P Sinha
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, USA
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Wilson-Mendenhall CD, Holmes KJ. Lab Meets World: the Case for Use-Inspired Basic Research in Affective Science. AFFECTIVE SCIENCE 2023; 4:591-599. [PMID: 37744977 PMCID: PMC10514004 DOI: 10.1007/s42761-023-00200-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 06/27/2023] [Indexed: 09/26/2023]
Abstract
We join others in envisioning a future for affective science that addresses society's most pressing needs. To move toward this vision, we consider a research paradigm that emerged in other disciplines: use-inspired basic research. This paradigm transcends the traditional basic-applied dichotomy, which pits the basic goal of fundamental scientific understanding against the applied goal of use in solving social problems. In reality, these goals are complementary, and use-inspired basic research advances them simultaneously. Here, we build a case for use-inspired basic research-how it differs from traditional basic science and why affective scientists should engage in it. We first examine how use-inspired basic research challenges problematic assumptions of a strict basic-applied dichotomy. We then discuss how it is consistent with advances in affective science that recognize context specificity as the norm and consider ethical issues of use being a complementary goal. Following this theoretical discussion, we differentiate the implementation of use-inspired basic research from that of traditional basic science. We draw on examples from recent research to illustrate differences: social problems as a starting point, stakeholder and community engagement, and integration of research and service. In conclusion, we invite affective scientists to embrace the "lab meets world" perspective of use-inspired basic research as a promising pathway to real-world impact.
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3
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Gupta P, Shah P, Shrestha S, Gilad-Gutnick S, Ganesh S, Gandhi T, Sinha P. Vulnerability of facial attractiveness perception to early and multi-year visual deprivation. Dev Sci 2023; 26:e13258. [PMID: 35340087 DOI: 10.1111/desc.13258] [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: 05/28/2021] [Revised: 02/28/2022] [Accepted: 03/09/2022] [Indexed: 12/15/2022]
Abstract
Judgments of facial attractiveness invariably accompany our perception of faces. Even neonates appear to be capable of making such judgments in a manner consistent with adults. This suggests that the processes supporting facial attractiveness require little, if any, visual experience to manifest. Here we investigate the resilience of these processes to several years of early-onset visual deprivation. Specifically, we study whether congenitally blind children treated several years after birth possess the ability to rate facial attractiveness in a manner congruent to normally sighted individuals. The data reveal significant individual variability in the way each newly sighted child perceives attractiveness. This is in marked contrast to data from normally sighted controls who exhibit strong across-subject agreement in facial attractiveness ratings. This variability may be attributable, in part, to atypical facial encoding strategies used by the newly sighted children. Overall, our results suggest that the development of facial attractiveness perception is likely to be vulnerable to early visual deprivation, pointing to the existence of a possible sensitive period early in the developmental trajectory.
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Affiliation(s)
- Priti Gupta
- Amarnath and Shashi Khosla School of Information Technology, Indian Institute of Technology, New Delhi, India
| | - Pragya Shah
- Institute of Human Behaviour and Allied Sciences, New Delhi, India
| | - Swochchhanda Shrestha
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Sharon Gilad-Gutnick
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Suma Ganesh
- Department of Pediatric Ophthalmology, Dr. Shroff's Charity Eye Hospital, New Delhi, India
| | - Tapan Gandhi
- Department of Electrical Engineering, Indian Institute of Technology, New Delhi, India
| | - Pawan Sinha
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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4
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May E, Arach P, Kishiki E, Geneau R, Maehara G, Sukhai M, Hamm LM. Learning to see after early and extended blindness: A scoping review. Front Psychol 2022; 13:954328. [PMID: 36389599 PMCID: PMC9648338 DOI: 10.3389/fpsyg.2022.954328] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 09/26/2022] [Indexed: 10/03/2023] Open
Abstract
PURPOSE If an individual has been blind since birth due to a treatable eye condition, ocular treatment is urgent. Even a brief period of visual deprivation can alter the development of the visual system. The goal of our structured scoping review was to understand how we might better support children with delayed access to ocular treatment for blinding conditions. METHOD We searched MEDLINE, Embase and Global Health for peer-reviewed publications that described the impact of early (within the first year) and extended (lasting at least 2 years) bilateral visual deprivation. RESULTS Of 551 reports independently screened by two authors, 42 studies met our inclusion criteria. Synthesizing extracted data revealed several trends. The data suggests persistent deficits in visual acuity, contrast sensitivity, global motion, and visual-motor integration, and suspected concerns for understanding complex objects and faces. There is evidence for resilience in color perception, understanding of simple shapes, discriminating between a face and non-face, and the perception of biological motion. There is currently insufficient data about specific (re)habilitation strategies to update low vision services, but there are several insights to guide future research in this domain. CONCLUSION This summary will help guide the research and services provision to help children learn to see after early and extended blindness.
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Affiliation(s)
- Eloise May
- School of Optometry and Vision Science, University of Auckland, Auckland, New Zealand
| | | | | | - Robert Geneau
- Kilimanjaro Centre for Community Ophthalmology, Moshi, Tanzania
- Division of Ophthalmology, University of Cape Town, Cape Town, South Africa
| | - Goro Maehara
- Department of Human Sciences, Kanagawa University, Yokohama, Japan
| | - Mahadeo Sukhai
- Accessibility, Research and International Affairs, Canadian National Institute for the Blind, Toronto, ON, Canada
- Department of Ophthalmology, Faculty of Health Sciences, School of Medicine, Queen's University, Kingston, ON, Canada
| | - Lisa M. Hamm
- School of Optometry and Vision Science, University of Auckland, Auckland, New Zealand
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Arbel R, Heimler B, Amedi A. Face shape processing via visual-to-auditory sensory substitution activates regions within the face processing networks in the absence of visual experience. Front Neurosci 2022; 16:921321. [PMID: 36263367 PMCID: PMC9576157 DOI: 10.3389/fnins.2022.921321] [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: 04/15/2022] [Accepted: 09/05/2022] [Indexed: 11/16/2022] Open
Abstract
Previous evidence suggests that visual experience is crucial for the emergence and tuning of the typical neural system for face recognition. To challenge this conclusion, we trained congenitally blind adults to recognize faces via visual-to-auditory sensory-substitution (SDD). Our results showed a preference for trained faces over other SSD-conveyed visual categories in the fusiform gyrus and in other known face-responsive-regions of the deprived ventral visual stream. We also observed a parametric modulation in the same cortical regions, for face orientation (upright vs. inverted) and face novelty (trained vs. untrained). Our results strengthen the conclusion that there is a predisposition for sensory-independent and computation-specific processing in specific cortical regions that can be retained in life-long sensory deprivation, independently of previous perceptual experience. They also highlight that if the right training is provided, such cortical preference maintains its tuning to what were considered visual-specific face features.
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Affiliation(s)
- Roni Arbel
- Department of Medical Neurobiology, Hadassah Ein-Kerem, Hebrew University of Jerusalem, Jerusalem, Israel
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- Department of Pediatrics, Hadassah University Hospital-Mount Scopus, Jerusalem, Israel
- *Correspondence: Roni Arbel,
| | - Benedetta Heimler
- Department of Medical Neurobiology, Hadassah Ein-Kerem, Hebrew University of Jerusalem, Jerusalem, Israel
- Ivcher School of Psychology, The Institute for Brain, Mind, and Technology, Reichman University, Herzeliya, Israel
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel
| | - Amir Amedi
- Department of Medical Neurobiology, Hadassah Ein-Kerem, Hebrew University of Jerusalem, Jerusalem, Israel
- Ivcher School of Psychology, The Institute for Brain, Mind, and Technology, Reichman University, Herzeliya, Israel
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Rubio-Fernandez P, Shukla V, Bhatia V, Ben-Ami S, Sinha P. Head turning is an effective cue for gaze following: Evidence from newly sighted individuals, school children and adults. Neuropsychologia 2022; 174:108330. [PMID: 35843461 DOI: 10.1016/j.neuropsychologia.2022.108330] [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: 07/01/2021] [Revised: 03/24/2022] [Accepted: 07/08/2022] [Indexed: 10/17/2022]
Abstract
In referential communication, gaze is often interpreted as a social cue that facilitates comprehension and enables word learning. Here we investigated the degree to which head turning facilitates gaze following. We presented participants with static pictures of a man looking at a target object in a first and third block of trials (pre- and post-intervention), while they saw short videos of the same man turning towards the target in the second block of trials (intervention). In Experiment 1, newly sighted individuals (treated for congenital cataracts; N = 8) benefited from the motion cues, both when comparing their initial performance with static gaze cues to their performance with dynamic head turning, and their performance with static cues before and after the videos. In Experiment 2, neurotypical school children (ages 5-10 years; N = 90) and adults (N = 30) also revealed improved performance with motion cues, although most participants had started to follow the static gaze cues before they saw the videos. Our results confirm that head turning is an effective social cue when interpreting new words, offering new insights for a pathways approach to development.
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Affiliation(s)
| | | | | | - Shlomit Ben-Ami
- Massachusetts Institute of Technology, USA; Tel Aviv University, Israel
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7
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Ben-Ami S, Gupta P, Yadav M, Shah P, Talwar G, Paswan S, Ganesh S, Troje NF, Sinha P. Human (but not animal) motion can be recognized at first sight - After treatment for congenital blindness. Neuropsychologia 2022; 174:108307. [PMID: 35752267 DOI: 10.1016/j.neuropsychologia.2022.108307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 05/27/2022] [Accepted: 06/13/2022] [Indexed: 11/24/2022]
Abstract
The long-standing nativist vs. empiricist debate asks a foundational question in epistemology - does our knowledge arise through experience or is it available innately? Studies that probe the sensitivity of newborns and patients recovering from congenital blindness are central in informing this dialogue. One of the most robust sensitivities our visual system possesses is to 'biological motion' - the movement patterns of humans and other vertebrates. Various biological motion perception skills (such as distinguishing between movement of human and non-human animals, or between upright and inverted human movement) become evident within the first months of life. The mechanisms of acquiring these capabilities, and specifically the contribution of visual experience to their development, are still under debate. We had the opportunity to directly examine the role of visual experience in biological motion perception, by testing what level of sensitivity is present immediately upon onset of sight following years of congenital visual deprivation. Two congenitally blind patients who underwent sight-restorative cataract-removal surgery late in life (at the ages of 7 and 20 years) were tested before and after sight restoration. The patients were shown displays of walking humans, pigeons, and cats, and asked to describe what they saw. Visual recognition of movement patterns emerged immediately upon eye-opening following surgery, when the patients spontaneously began to identify human, but not animal, biological motion. This recognition ability was evident contemporaneously for upright and inverted human displays. These findings suggest that visual recognition of human motion patterns may not critically depend on visual experience, as it was evident upon first exposure to un-obstructed sight in patients with very limited prior visual exposure, and furthermore, was not limited to the typical (upright) orientation of humans in real-life settings.
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Affiliation(s)
- Shlomit Ben-Ami
- MIT Department of Brain and Cognitive Sciences, Cambridge, MA, USA; Sagol School of Neuroscience, School of Psychological Sciences, Tel-Aviv University, Tel-Aviv, Israel; Minducate Science of Learning Research and Innovation Center, Tel-Aviv University, Tel Aviv, Israel.
| | - Priti Gupta
- The Project Prakash Center, Delhi, India; Amarnath and Shashi Khosla School of Information Technology, Indian Institute of Technology, Delhi, India
| | | | | | | | - Saroj Paswan
- The Project Prakash Center, Delhi, India; Department of Ophthalmology, Dr. Shroff's Charity Eye Hospital, Delhi, India
| | - Suma Ganesh
- Department of Ophthalmology, Dr. Shroff's Charity Eye Hospital, Delhi, India
| | | | - Pawan Sinha
- MIT Department of Brain and Cognitive Sciences, Cambridge, MA, USA
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8
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Abstract
For four decades, investigations of the biological basis of critical periods in the developing mammalian visual cortex were dominated by study of the consequences of altered early visual experience in cats and nonhuman primates. The neural deficits thus revealed also provided insight into the origin and neural basis of human amblyopia that in turn motivated additional studies of humans with abnormal early visual input. Recent human studies point to deficits arising from alterations in all visual cortical areas and even in nonvisual cortical regions. As the new human data accumulated in parallel with a near-complete shift toward the use of rodent animal models for the study of neural mechanisms, it is now essential to review the human data and the earlier animal data obtained from cats and monkeys to infer general conclusions and to optimize future choice of the most appropriate animal model. Expected final online publication date for the Annual Review of Vision Science, Volume 8 is September 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
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Affiliation(s)
- Donald E Mitchell
- Department of Psychology & Neuroscience, Dalhousie University, Halifax, Nova Scotia, Canada;
| | - Daphne Maurer
- Department of Psychology, Neuroscience & Behaviour, McMaster University, Hamilton, Ontario, Canada;
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9
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Arbel R, Heimler B, Amedi A. Congenitally blind adults can learn to identify face-shapes via auditory sensory substitution and successfully generalize some of the learned features. Sci Rep 2022; 12:4330. [PMID: 35288597 PMCID: PMC8921184 DOI: 10.1038/s41598-022-08187-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 02/22/2022] [Indexed: 11/24/2022] Open
Abstract
Unlike sighted individuals, congenitally blind individuals have little to no experience with face shapes. Instead, they rely on non-shape cues, such as voices, to perform character identification. The extent to which face-shape perception can be learned in adulthood via a different sensory modality (i.e., not vision) remains poorly explored. We used a visual-to-auditory Sensory Substitution Device (SSD) that enables conversion of visual images to the auditory modality while preserving their visual characteristics. Expert SSD users were systematically taught to identify cartoon faces via audition. Following a tailored training program lasting ~ 12 h, congenitally blind participants successfully identified six trained faces with high accuracy. Furthermore, they effectively generalized their identification to the untrained, inverted orientation of the learned faces. Finally, after completing the extensive 12-h training program, participants learned six new faces within 2 additional hours of training, suggesting internalization of face-identification processes. Our results document for the first time that facial features can be processed through audition, even in the absence of visual experience across the lifespan. Overall, these findings have important implications for both non-visual object recognition and visual rehabilitation practices and prompt the study of the neural processes underlying auditory face perception in the absence of vision.
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10
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Dai R, Huang Z, Weng X, He S. Early visual exposure primes future cross-modal specialization of the fusiform face area in tactile face processing in the blind. Neuroimage 2022; 253:119062. [PMID: 35263666 DOI: 10.1016/j.neuroimage.2022.119062] [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: 08/11/2021] [Revised: 02/21/2022] [Accepted: 03/05/2022] [Indexed: 10/18/2022] Open
Abstract
The fusiform face area (FFA) is a core cortical region for face information processing. Evidence suggests that its sensitivity to faces is largely innate and tuned by visual experience. However, how experience in different time windows shape the plasticity of the FFA remains unclear. In this study, we investigated the role of visual experience at different time points of an individual's early development in the cross-modal face specialization of the FFA. Participants (n = 74) were classified into five groups: congenital blind, early blind, late blind, low vision, and sighted control. Functional magnetic resonance imaging data were acquired when the participants haptically processed carved faces and other objects. Our results showed a robust and highly consistent face-selective activation in the FFA region in the early blind participants, invariant to size and level of abstraction of the face stimuli. The cross-modal face activation in the FFA was much less consistent in other groups. These results suggest that early visual experience primes cross-modal specialization of the FFA, and even after the absence of visual experience for more than 14 years in early blind participants, their FFA can engage in cross-modal processing of face information.
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Affiliation(s)
- Rui Dai
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Zirui Huang
- Center for Consciousness Science, Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Xuchu Weng
- Institute for Brain Research and Rehabilitation, South China Normal University, Guangzhou 510631, China.
| | - Sheng He
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China; CAS Center for Excellence in Brain Science and Intelligence Technology, Shanghai, 20031, China; University of Chinese Academy of Sciences, Beijing 100049, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China.
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11
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Maimon-Mor RO, Schone HR, Henderson Slater D, Faisal AA, Makin TR. Early life experience sets hard limits on motor learning as evidenced from artificial arm use. eLife 2021; 10:66320. [PMID: 34605407 PMCID: PMC8523152 DOI: 10.7554/elife.66320] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 10/01/2021] [Indexed: 11/13/2022] Open
Abstract
The study of artificial arms provides a unique opportunity to address long-standing questions on sensorimotor plasticity and development. Learning to use an artificial arm arguably depends on fundamental building blocks of body representation and would therefore be impacted by early life experience. We tested artificial arm motor-control in two adult populations with upper-limb deficiencies: a congenital group—individuals who were born with a partial arm, and an acquired group—who lost their arm following amputation in adulthood. Brain plasticity research teaches us that the earlier we train to acquire new skills (or use a new technology) the better we benefit from this practice as adults. Instead, we found that although the congenital group started using an artificial arm as toddlers, they produced increased error noise and directional errors when reaching to visual targets, relative to the acquired group who performed similarly to controls. However, the earlier an individual with a congenital limb difference was fitted with an artificial arm, the better their motor control was. Since we found no group differences when reaching without visual feedback, we suggest that the ability to perform efficient visual-based corrective movements is highly dependent on either biological or artificial arm experience at a very young age. Subsequently, opportunities for sensorimotor plasticity become more limited.
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Affiliation(s)
- Roni O Maimon-Mor
- WIN Centre, Nuffield Department of Clinical Neuroscience, University of Oxford, Oxford, United Kingdom.,Institute of Cognitive Neuroscience, University College London, London, United Kingdom
| | - Hunter R Schone
- Institute of Cognitive Neuroscience, University College London, London, United Kingdom.,Laboratory of Brain & Cognition, NIMH, National Institutes of Health, Bethesda, United States
| | | | - A Aldo Faisal
- Departments of Bioengineering and of Computing, Imperial College London, London, United Kingdom
| | - Tamar R Makin
- Institute of Cognitive Neuroscience, University College London, London, United Kingdom
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12
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Bülthoff I, Zhao M. Average faces: How does the averaging process change faces physically and perceptually? Cognition 2021; 216:104867. [PMID: 34364004 DOI: 10.1016/j.cognition.2021.104867] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 07/27/2021] [Accepted: 07/28/2021] [Indexed: 12/01/2022]
Abstract
Average faces have been used frequently in face recognition studies, either as a theoretical concept (e.g., face norm) or as a tool to manipulate facial attributes (e.g., modifying identity strength). Nonetheless, how the face averaging process- the creation of average faces using an increasing number of faces -changes the resulting averaged faces and our ability to differentiate between them remains to be elucidated. Here we addressed these questions by combining 3D-face averaging, eye-movement tracking, and the computation of image-based face similarity. Participants judged whether two average faces showed the same person while we systematically increased their average level (i.e., number of faces being averaged). Our results showed, with increasing averaging, both a nonlinear increase of the computational similarity between the resulting average faces and a nonlinear decrease of face discrimination performance. Participants' performance dropped from near-ceiling level when two different faces had been averaged together to chance level when 80 faces were mixed. We also found a nonlinear relationship between face similarity and face discrimination performance, which was fitted nicely with an exponential function. Furthermore, when the comparison task became more challenging, participants performed more fixations onto the faces. Nonetheless, the distribution of fixations across facial features (eyes, nose, mouth, and the center area of a face) remained unchanged. These results not only set new constraints on the theoretical characterization of the average face and its role in establishing face norms but also offer practical guidance for creating approximated face norms to manipulate face identity.
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Affiliation(s)
| | - Mintao Zhao
- Max Planck Institute for Biological Cybernetics, Germany; University of East Anglia, United Kingdom
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13
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Visual experience dependent plasticity in humans. Curr Opin Neurobiol 2020; 67:155-162. [PMID: 33340877 DOI: 10.1016/j.conb.2020.11.011] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 11/12/2020] [Accepted: 11/15/2020] [Indexed: 12/11/2022]
Abstract
While sensitive periods in brain development have often been studied by investigating the recovery of visual functions after a congenital phase of visual deprivation in non-human animals, research in humans who had recovered sight after a transient phase of congenital blindness is still scarce. Here, we discuss the hypothesis put forward based on non-human primate work which states that the effects of experience increase downstream the visual processing hierarchy. Recent results from behavioral and neuroscience studies in sight recovery individuals are discussed in the context of research findings from permanently congenitally blind humans as well as from prospective studies in infants and children.
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14
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Pascalis O, Fort M, Quinn PC. Development of face processing: are there critical or sensitive periods? Curr Opin Behav Sci 2020. [DOI: 10.1016/j.cobeha.2020.05.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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15
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Röder B, Kekunnaya R, Guerreiro MJS. Neural mechanisms of visual sensitive periods in humans. Neurosci Biobehav Rev 2020; 120:86-99. [PMID: 33242562 DOI: 10.1016/j.neubiorev.2020.10.030] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 10/08/2020] [Indexed: 01/18/2023]
Abstract
Sensitive periods in brain development are phases of enhanced susceptibility to experience. Here we discuss research from human and non-human neuroscience studies which have demonstrated a) differences in the way infants vs. adults learn; b) how the brain adapts to atypical conditions, in particular a congenital vs. a late onset blindness (sensitive periods for atypical brain development); and c) the extent to which neural systems are capable of acquiring a typical brain organization after sight restoration following a congenital vs. late phase of pattern vision deprivation (sensitive periods for typical brain development). By integrating these three lines of research, we propose neural mechanisms characteristic of sensitive periods vs. adult neuroplasticity and learning.
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Affiliation(s)
- Brigitte Röder
- Biological Psychology and Neuropsychology, University of Hamburg, Germany.
| | - Ramesh Kekunnaya
- Jasti V Ramanamma Children's Eye Care Center, LV Prasad Eye Institute, Hyderabad, India
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16
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Heimler B, Amedi A. Are critical periods reversible in the adult brain? Insights on cortical specializations based on sensory deprivation studies. Neurosci Biobehav Rev 2020; 116:494-507. [DOI: 10.1016/j.neubiorev.2020.06.034] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Revised: 06/07/2020] [Accepted: 06/25/2020] [Indexed: 02/06/2023]
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17
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Haris EM, McGraw PV, Webb BS, Chung STL, Astle AT. The Effect of Perceptual Learning on Face Recognition in Individuals with Central Vision Loss. Invest Ophthalmol Vis Sci 2020; 61:2. [PMID: 32609296 PMCID: PMC7425703 DOI: 10.1167/iovs.61.8.2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Purpose To examine whether perceptual learning can improve face discrimination and recognition in older adults with central vision loss. Methods Ten participants with age-related macular degeneration (ARMD) received 5 days of training on a face discrimination task (mean age, 78 ± 10 years). We measured the magnitude of improvements (i.e., a reduction in threshold size at which faces were able to be discriminated) and whether they generalized to an untrained face recognition task. Measurements of visual acuity, fixation stability, and preferred retinal locus were taken before and after training to contextualize learning-related effects. The performance of the ARMD training group was compared to nine untrained age-matched controls (8 = ARMD, 1 = juvenile macular degeneration; mean age, 77 ± 10 years). Results Perceptual learning on the face discrimination task reduced the threshold size for face discrimination performance in the trained group, with a mean change (SD) of –32.7% (+15.9%). The threshold for performance on the face recognition task was also reduced, with a mean change (SD) of –22.4% (+2.31%). These changes were independent of changes in visual acuity, fixation stability, or preferred retinal locus. Untrained participants showed no statistically significant reduction in threshold size for face discrimination, with a mean change (SD) of –8.3% (+10.1%), or face recognition, with a mean change (SD) of +2.36% (–5.12%). Conclusions This study shows that face discrimination and recognition can be reliably improved in ARMD using perceptual learning. The benefits point to considerable perceptual plasticity in higher-level cortical areas involved in face-processing. This novel finding highlights that a key visual difficulty in those suffering from ARMD is readily amenable to rehabilitation.
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Long E, Gao X, Xiang Y, Liu Z, Xu A, Huang X, Zhang Y, Zhu Y, Chen C, Lin H. The Detrimental Effect of Noisy Visual Input on the Visual Development of Human Infants. iScience 2020; 23:100803. [PMID: 31958759 PMCID: PMC6992998 DOI: 10.1016/j.isci.2019.100803] [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] [Received: 05/30/2019] [Revised: 11/04/2019] [Accepted: 12/19/2019] [Indexed: 11/15/2022] Open
Abstract
We followed visual development in a rare yet large sample of patients with congenital bilateral cataract for 4 years. We divided the patients into two groups: a complete deprivation group with no response to a flashlight pointing to either of their eyes and otherwise an incomplete deprivation group. All the patients received cataract surgery at age of 3 months. From 27 months onward, the complete deprivation group showed better developmental outcomes in acuity and eyeball growth than the incomplete deprivation group. Such a seemingly counterintuitive finding is consistent with research on visually deprived animals. Plasticity is better preserved in animals receiving a short period of complete visual deprivation from birth than in animals who saw diffuse light. The current finding that plasticity in visual development is better preserved in human infants with complete visual deprivation than in those who can see diffuse light but not patterned visual input has important clinical implications. Infants with complete deprivation have developed better acuity than incomplete ones Plasticity is better preserved in complete deprivation infants than in incomplete ones Infants with complete deprivation have less myopic shift than incompletes ones Early noisy input has the detrimental effect on human visual development
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Affiliation(s)
- Erping Long
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou 510060, China
| | - Xiaoqing Gao
- Center for Psychological Sciences, Zhejiang University, Hangzhou 310058, China
| | - Yifan Xiang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou 510060, China
| | - Zhenzhen Liu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou 510060, China
| | - Andi Xu
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Xiucheng Huang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Yan Zhang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Yi Zhu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou 510060, China; Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami 33136, USA
| | - Chuan Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou 510060, China; Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami 33136, USA
| | - Haotian Lin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou 510060, China.
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Ricciardi E, Bottari D, Ptito M, Röder B, Pietrini P. The sensory-deprived brain as a unique tool to understand brain development and function. Neurosci Biobehav Rev 2020; 108:78-82. [DOI: 10.1016/j.neubiorev.2019.10.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Wang J, Ni Z, Jin A, Yu T, Yu H. Ocular Dominance Plasticity of Areas 17 and 21a in the Cat. Front Neurosci 2019; 13:1039. [PMID: 31680800 PMCID: PMC6797596 DOI: 10.3389/fnins.2019.01039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Accepted: 09/13/2019] [Indexed: 01/29/2023] Open
Abstract
The visual system is organized in a parallel and hierarchical architecture. However, the plasticity in hierarchical neural networks is controversial across different response features and at different levels. In this study, we recorded areas 17 and 21a, earlier and intermediate stages of the visual cortex in the cat, respectively, by single-unit recording and intrinsic-signal optical imaging. We found that ocular dominance (OD) plasticity evoked by monocular deprivation (MD) was stronger in area 21a than in area 17 in the critical period (CP), and this plasticity became weaker but still persisted in area 21a while it disappeared in area 17 beyond the CP. These results suggest a diversified functional plasticity along the visual information processing pathways in a hierarchical neural network.
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Affiliation(s)
- Jian Wang
- School of Life Sciences, State Key Laboratory of Medical Neurobiology, Collaborative Innovation Center for Brain Science, Fudan University, Shanghai, China
| | - Zheyi Ni
- School of Life Sciences, State Key Laboratory of Medical Neurobiology, Collaborative Innovation Center for Brain Science, Fudan University, Shanghai, China
| | - Anqi Jin
- School of Life Sciences, State Key Laboratory of Medical Neurobiology, Collaborative Innovation Center for Brain Science, Fudan University, Shanghai, China
| | - Tiandong Yu
- School of Life Sciences, State Key Laboratory of Medical Neurobiology, Collaborative Innovation Center for Brain Science, Fudan University, Shanghai, China
| | - Hongbo Yu
- School of Life Sciences, State Key Laboratory of Medical Neurobiology, Collaborative Innovation Center for Brain Science, Fudan University, Shanghai, China
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Barrett LF, Adolphs R, Marsella S, Martinez A, Pollak SD. Emotional Expressions Reconsidered: Challenges to Inferring Emotion From Human Facial Movements. Psychol Sci Public Interest 2019; 20:1-68. [PMID: 31313636 PMCID: PMC6640856 DOI: 10.1177/1529100619832930] [Citation(s) in RCA: 382] [Impact Index Per Article: 76.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
It is commonly assumed that a person's emotional state can be readily inferred from his or her facial movements, typically called emotional expressions or facial expressions. This assumption influences legal judgments, policy decisions, national security protocols, and educational practices; guides the diagnosis and treatment of psychiatric illness, as well as the development of commercial applications; and pervades everyday social interactions as well as research in other scientific fields such as artificial intelligence, neuroscience, and computer vision. In this article, we survey examples of this widespread assumption, which we refer to as the common view, and we then examine the scientific evidence that tests this view, focusing on the six most popular emotion categories used by consumers of emotion research: anger, disgust, fear, happiness, sadness, and surprise. The available scientific evidence suggests that people do sometimes smile when happy, frown when sad, scowl when angry, and so on, as proposed by the common view, more than what would be expected by chance. Yet how people communicate anger, disgust, fear, happiness, sadness, and surprise varies substantially across cultures, situations, and even across people within a single situation. Furthermore, similar configurations of facial movements variably express instances of more than one emotion category. In fact, a given configuration of facial movements, such as a scowl, often communicates something other than an emotional state. Scientists agree that facial movements convey a range of information and are important for social communication, emotional or otherwise. But our review suggests an urgent need for research that examines how people actually move their faces to express emotions and other social information in the variety of contexts that make up everyday life, as well as careful study of the mechanisms by which people perceive instances of emotion in one another. We make specific research recommendations that will yield a more valid picture of how people move their faces to express emotions and how they infer emotional meaning from facial movements in situations of everyday life. This research is crucial to provide consumers of emotion research with the translational information they require.
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Affiliation(s)
- Lisa Feldman Barrett
- Northeastern University, Department of Psychology, Boston, MA
- Massachusetts General Hospital, Department of Psychiatry and the Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA
- Harvard Medical School, Department of Psychiatry, Boston MA
| | - Ralph Adolphs
- California Institute of Technology, Departments of Psychology, Neuroscience, and Biology,Pasadena, CA
| | - Stacy Marsella
- Northeastern University, Department of Psychology, Boston, MA
- Northeastern University, College of Computer and Information Science, Boston, MA
- University of Glasgow, Glasgow, Scotland
| | - Aleix Martinez
- The Ohio State University, Department of Electrical and Computer Engineering, and Center for Cognitive and Brain Sciences, Columbus, OH
| | - Seth D. Pollak
- University of Wisconsin - Madison, Department of Psychology, Madison, WI
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Extensive childhood experience with Pokémon suggests eccentricity drives organization of visual cortex. Nat Hum Behav 2019; 3:611-624. [PMID: 31061489 DOI: 10.1038/s41562-019-0592-8] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Accepted: 03/21/2019] [Indexed: 12/13/2022]
Abstract
The functional organization of human high-level visual cortex, such as the face- and place-selective regions, is strikingly consistent across individuals. An unanswered question in neuroscience concerns which dimensions of visual information constrain the development and topography of this shared brain organization. To answer this question, we used functional magnetic resonance imaging to scan a unique group of adults who, as children, had extensive visual experience with Pokémon. These animal-like, pixelated characters are dissimilar from other ecological categories, such as faces and places, along critical dimensions (foveal bias, rectilinearity, size, animacy). We show not only that adults who have Pokémon experience demonstrate distinct distributed cortical responses to Pokémon, but also that the experienced retinal eccentricity during childhood can predict the locus of Pokémon responses in adulthood. These data demonstrate that inherent functional representations in the visual cortex-retinal eccentricity-combined with consistent viewing behaviour of particular stimuli during childhood result in a shared functional topography in adulthood.
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