The Neural Basis of Perceptual Category Learning in Human Infants

We measured looking times and ERPs to examine the cognitive and brain bases of perceptual category learning in 6-month-old infants. In Experiment 1, we showed that categorization and exemplar discrimination rely on different cortical processes. Specifically, the repetition of individual exemplars resulted in differential cortical processing at posterior channels at an early stage during object processing (100–300 msec), whereas discriminating among members of different categories was reflected in ERP differences over anterior cortical regions occurring later in time (300–500 msec) than the repetition effects. In Experiment 2, replicating the findings of Study 1, we found that infants engage the same cortical processes to categorize visual objects into basic-level categories, regardless of whether a basic (bird vs. fish) or global level is crossed (birds vs. cars). This pattern of findings is consistent with perceptual accounts of infant categorization [Quinn, P. C., & Eimas, P. D. Perceptual organization and categorization in young infants. In C. Rovee-Collier & L. P. Lipsitt (Eds.), Advances in infancy research ( pp. 1–36). Norwood, NJ: Ablex, 1996] and accords with recent adult neural-level models of perceptual categorization.

[1]  Guillaume Thierry,et al.  Is the N170 sensitive to the human face or to several intertwined perceptual and conceptual factors? , 2007, Nature Neuroscience.

[2]  Sarah E. Vaala,et al.  Screen media and language development in infants and toddlers: An ecological perspective , 2010 .

[3]  Elizabeth S Spelke,et al.  Neural signatures of number processing in human infants: evidence for two core systems underlying numerical cognition. , 2011, Developmental science.

[4]  P. D. Eimas,et al.  The Emergence of Category Representations During Infancy: Are Separate Perceptual and Conceptual Processes Required? , 2000 .

[5]  David J. Freedman,et al.  Categorical representation of visual stimuli in the primate prefrontal cortex. , 2001, Science.

[6]  T. Gliga,et al.  Development of a view-invariant representation of the human head , 2007, Cognition.

[7]  D. Mareschal,et al.  From Parts to Wholes: Mechanisms of Development in Infant Visual Object Processing. , 2004, Infancy : the official journal of the International Society on Infant Studies.

[8]  E. Rosch,et al.  Cognition and Categorization , 1980 .

[9]  C. C. Wood,et al.  Scalp distributions of event-related potentials: an ambiguity associated with analysis of variance models. , 1985, Electroencephalography and clinical neurophysiology.

[10]  B. Elsner,et al.  Do animals and furniture items elicit different brain responses in human infants? , 2010, Brain and Development.

[11]  T. Shallice,et al.  Neuroimaging evidence for dissociable forms of repetition priming. , 2000, Science.

[12]  M. Riesenhuber,et al.  Categorization Training Results in Shape- and Category-Selective Human Neural Plasticity , 2007, Neuron.

[13]  David J. Freedman,et al.  A Comparison of Primate Prefrontal and Inferior Temporal Cortices during Visual Categorization , 2003, The Journal of Neuroscience.

[14]  M. Kiefer,et al.  Cognitive Neuroscience: Tracking the time course of object categorization using event-related potentials , 1999 .

[15]  C. Nelson,et al.  Handbook of Developmental Cognitive Neuroscience , 2001 .

[16]  Clara D. Martin,et al.  Controlling for interstimulus perceptual variance abolishes N170 face selectivity , 2007, Nature Neuroscience.

[17]  G. Csibra,et al.  Electrophysiological methods in studying infant cognitive development , 2008 .

[18]  Angela D. Friederici,et al.  Phonotactic Knowledge and Lexical-Semantic Processing in One-year-olds: Brain Responses to Words and Nonsense Words in Picture Contexts , 2005, Journal of Cognitive Neuroscience.

[19]  K. Thomas,et al.  Delayed recognition memory in infants and adults as revealed by event-related potentials. , 1998, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[20]  Mark H. Johnson,et al.  Two years changes in the development of caudate nucleus are involved in restricted repetitive behaviors in 2–5-year-old children with autism spectrum disorder , 2016, Developmental Cognitive Neuroscience.

[21]  Martial Mermillod,et al.  The role of bottom-up processing in perceptual categorization by 3- to 4-month-old infants: simulations and data. , 2004, Journal of experimental psychology. General.

[22]  J. Tanaka,et al.  An electrophysiological comparison of visual categorization and recognition memory , 2002, Cognitive, affective & behavioral neuroscience.

[23]  R. K. Simpson Nature Neuroscience , 2022 .

[24]  John E Richards,et al.  Familiarization, attention, and recognition memory in infancy: an event-related potential and cortical source localization study. , 2005, Developmental psychology.

[25]  Understanding Early Categorization: One Process or Two? , 2000, Infancy : the official journal of the International Society on Infant Studies.

[26]  R. Desimone,et al.  Neural mechanisms for visual memory and their role in attention. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[27]  David L. Sheinberg,et al.  The role of category learning in the acquisition and retention of perceptual expertise: A behavioral and neurophysiological study , 2008, Brain Research.

[28]  Paul C Quinn,et al.  Neural Markers of Categorization in 6-Month-Old Infants , 2006, Psychological science.

[29]  Paul J. Reber,et al.  Dissociating Explicit and Implicit Category Knowledge with fMRI , 2003, Journal of Cognitive Neuroscience.

[30]  N. Kanwisher,et al.  PSYCHOLOGICAL SCIENCE Research Article Visual Recognition As Soon as You Know It Is There, You Know What It Is , 2022 .

[31]  R. Wyttenbach,et al.  Categorical Perception of Sound Frequency by Crickets , 1996, Science.

[32]  P. Quinn,et al.  Categorization in infancy , 2001, Trends in Cognitive Sciences.

[33]  Charles A. Nelson,et al.  Event-related potential and looking-time analysis of infants' responses to familiar and novel events : implications for visual recognition memory , 1991 .

[34]  K. Grill-Spector,et al.  Repetition and the brain: neural models of stimulus-specific effects , 2006, Trends in Cognitive Sciences.

[35]  Geraldine Dawson,et al.  Event-related potential (ERP) indices of infants' recognition of familiar and unfamiliar objects in two and three dimensions. , 2006, Developmental science.

[36]  James W. Tanaka,et al.  A Reevaluation of the Electrophysiological Correlates of Expert Object Processing , 2006, Journal of Cognitive Neuroscience.

[37]  David J. Freedman,et al.  Neural mechanisms of visual categorization: Insights from neurophysiology , 2008, Neuroscience & Biobehavioral Reviews.

[38]  Jean M. Mandler,et al.  A summary of The foundations of mind: Origins of conceptual thought , 2004 .