Prefrontal Cortex Activity during Flexible Categorization

Items are categorized differently depending on the behavioral context. For instance, a lion can be categorized as an African animal or a type of cat. We recorded lateral prefrontal cortex (PFC) neural activity while monkeys switched between categorizing the same image set along two different category schemes with orthogonal boundaries. We found that each category scheme was largely represented by independent PFC neuronal populations and that activity reflecting a category distinction was weaker, but not absent, when that category was irrelevant. We suggest that the PFC represents competing category representations independently to reduce interference between them.

[1]  V. Mountcastle,et al.  Higher functions of the brain , 1987 .

[2]  M. Taussig The Nervous System , 1991 .

[3]  A. Toga,et al.  The Rhesus Monkey Brain in Stereotaxic Coordinates , 1999 .

[4]  R. Vogels Categorization of complex visual images by rhesus monkeys. Part 1: behavioural study , 1999, The European journal of neuroscience.

[5]  A. Antal,et al.  Category learning and perceptual categorization in schizophrenia. , 1999, Schizophrenia bulletin.

[6]  R. Vogels Categorization of complex visual images by rhesus monkeys. Part 2: single‐cell study , 1999, The European journal of neuroscience.

[7]  J. Tenenbaum,et al.  A global geometric framework for nonlinear dimensionality reduction. , 2000, Science.

[8]  J L Gallant,et al.  Sparse coding and decorrelation in primary visual cortex during natural vision. , 2000, Science.

[9]  J. Fuster,et al.  Prefrontal neurons in networks of executive memory , 2000, Brain Research Bulletin.

[10]  E. Miller,et al.  THE PREFRONTAL CORTEX AND COGNITIVE CONTROL , 2000 .

[11]  Tomaso Poggio,et al.  Models of object recognition , 2000, Nature Neuroscience.

[12]  E. Miller,et al.  The prefontral cortex and cognitive control , 2000, Nature Reviews Neuroscience.

[13]  E. Miller,et al.  An integrative theory of prefrontal cortex function. , 2001, Annual review of neuroscience.

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

[15]  R VanRullen,et al.  Is it a Bird? Is it a Plane? Ultra-Rapid Visual Categorisation of Natural and Artifactual Objects , 2001, Perception.

[16]  T. Poggio,et al.  Neural mechanisms of object recognition , 2002, Current Opinion in Neurobiology.

[17]  N. Sigala,et al.  Visual categorization shapes feature selectivity in the primate temporal cortex , 2002, Nature.

[18]  David J. Freedman,et al.  Visual categorization and the primate prefrontal cortex: neurophysiology and behavior. , 2002, Journal of neurophysiology.

[19]  Patrick Dupont,et al.  Human Brain Regions Involved in Visual Categorization , 2002, NeuroImage.

[20]  M. Behrmann,et al.  Impact of learning on representation of parts and wholes in monkey inferotemporal cortex , 2002, Nature Neuroscience.

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

[22]  Bruno A Olshausen,et al.  Sparse coding of sensory inputs , 2004, Current Opinion in Neurobiology.

[23]  R. Poldrack,et al.  How do memory systems interact? Evidence from human classification learning , 2004, Neurobiology of Learning and Memory.

[24]  E. Hill Executive dysfunction in autism , 2004, Trends in Cognitive Sciences.

[25]  Christian R. Shelton,et al.  Morphable Surface Models , 2000, International Journal of Computer Vision.

[26]  David J. Freedman,et al.  Experience-dependent representation of visual categories in parietal cortex , 2006, Nature.

[27]  A. Meyer-Lindenberg,et al.  Dysfunctional prefrontal regional specialization and compensation in schizophrenia. , 2006, The American journal of psychiatry.

[28]  J. Hegdé,et al.  Temporal dynamics of 2D and 3D shape representation in macaque visual area V4 , 2006, Visual Neuroscience.

[29]  Andreas Nieder,et al.  Semantic Associations between Signs and Numerical Categories in the Prefrontal Cortex , 2007, PLoS biology.

[30]  M. D’Esposito,et al.  Distinct mechanisms in visual category learning , 2007, Cognitive, affective & behavioral neuroscience.

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

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

[33]  Michael F Egan,et al.  Neural Correlates of Probabilistic Category Learning in Patients with Schizophrenia , 2009, The Journal of Neuroscience.