Dissociating the contributions of independent corticostriatal systems to visual categorization learning through the use of reinforcement learning modeling and Granger causality modeling.

PubWeight™: 1.16‹?› | Rank: Top 10%

🔗 View Article (PMC 2824057)

Published in Neuroimage on December 05, 2009

Authors

Carol A Seger1, Erik J Peterson, Corinna M Cincotta, Dan Lopez-Paniagua, Charles W Anderson

Author Affiliations

1: Department of Psychology, Colorado State University, Fort Collins, CO 80523, USA. Carol.Seger@colostate.edu

Articles citing this

Category learning in the brain. Annu Rev Neurosci (2010) 1.75

Representation of multiple, independent categories in the primate prefrontal cortex. Neuron (2010) 1.54

Frontostriatal white matter integrity mediates adult age differences in probabilistic reward learning. J Neurosci (2012) 1.19

Differential effects of dopaminergic therapies on dorsal and ventral striatum in Parkinson's disease: implications for cognitive function. Parkinsons Dis (2011) 1.13

The human likeness dimension of the "uncanny valley hypothesis": behavioral and functional MRI findings. Front Hum Neurosci (2011) 1.12

Functional specialization within the striatum along both the dorsal/ventral and anterior/posterior axes during associative learning via reward and punishment. Learn Mem (2011) 1.07

The role of the basal ganglia in learning and memory: insight from Parkinson's disease. Neurobiol Learn Mem (2011) 1.07

Dissociable reward and timing signals in human midbrain and ventral striatum. Neuron (2011) 1.06

Regional brain volume reductions relate to facial dysmorphology and neurocognitive function in fetal alcohol spectrum disorders. Hum Brain Mapp (2011) 1.05

A critical review of habit learning and the Basal Ganglia. Front Syst Neurosci (2011) 1.05

Value-driven attentional priority signals in human basal ganglia and visual cortex. Brain Res (2014) 0.97

Striatal and hippocampal entropy and recognition signals in category learning: simultaneous processes revealed by model-based fMRI. J Exp Psychol Learn Mem Cogn (2012) 0.93

Dissociating hippocampal and basal ganglia contributions to category learning using stimulus novelty and subjective judgments. Neuroimage (2011) 0.89

Reinforcement learning models and their neural correlates: An activation likelihood estimation meta-analysis. Cogn Affect Behav Neurosci (2015) 0.88

Differential effects of Parkinson's disease and dopamine replacement on memory encoding and retrieval. PLoS One (2013) 0.87

The visual corticostriatal loop through the tail of the caudate: circuitry and function. Front Syst Neurosci (2013) 0.87

The Role of Corticostriatal Systems in Speech Category Learning. Cereb Cortex (2014) 0.87

Separate groups of dopamine neurons innervate caudate head and tail encoding flexible and stable value memories. Front Neuroanat (2014) 0.86

Task-related functional connectivity in autism spectrum conditions: an EEG study using wavelet transform coherence. Mol Autism (2013) 0.86

Perceptual and category processing of the Uncanny Valley hypothesis' dimension of human likeness: some methodological issues. J Vis Exp (2013) 0.84

How may the basal ganglia contribute to auditory categorization and speech perception? Front Neurosci (2014) 0.82

Categorization = decision making + generalization. Neurosci Biobehav Rev (2013) 0.82

Brain activity across the development of automatic categorization: a comparison of categorization tasks using multi-voxel pattern analysis. Neuroimage (2013) 0.80

Frontoparietal networks involved in categorization and item working memory. Neuroimage (2014) 0.80

Many hats: intratrial and reward level-dependent BOLD activity in the striatum and premotor cortex. J Neurophysiol (2013) 0.80

Basal ganglia engagement during feedback processing after a substantial delay. Cogn Affect Behav Neurosci (2013) 0.79

Generalization in category learning: the roles of representational and decisional uncertainty. J Neurosci (2015) 0.78

Fronto-striatal gray matter contributions to discrimination learning in Parkinson's disease. Front Comput Neurosci (2013) 0.78

Aberrant resting-state corticostriatal functional connectivity in cirrhotic patients with hyperintense globus pallidus on T1-weighted MR imaging. PLoS One (2012) 0.78

Neural networks supporting switching, hypothesis testing, and rule application. Neuropsychologia (2015) 0.76

Dopamine dependence in aggregate feedback learning: A computational cognitive neuroscience approach. Brain Cogn (2016) 0.76

Dissociable changes in functional network topology underlie early category learning and development of automaticity. Neuroimage (2016) 0.76

Categorical evidence, confidence, and urgency during probabilistic categorization. Neuroimage (2015) 0.76

Neural signatures of experience-based improvements in deterministic decision-making. Behav Brain Res (2016) 0.75

Perceptual category learning and visual processing: An exercise in computational cognitive neuroscience. Neural Netw (2017) 0.75

Recall versus familiarity when recall fails for words and scenes: the differential roles of the hippocampus, perirhinal cortex, and category-specific cortical regions. Brain Res (2012) 0.75

Impact of Visual Corticostriatal Loop Disruption on Neural Processing within the Parahippocampal Place Area. J Neurosci (2016) 0.75

Articles cited by this

Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage (2002) 29.63

Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annu Rev Neurosci (1986) 18.17

Medial prefrontal cortex and self-referential mental activity: relation to a default mode of brain function. Proc Natl Acad Sci U S A (2001) 14.86

Dissociable roles of ventral and dorsal striatum in instrumental conditioning. Science (2004) 11.67

The role of the basal ganglia in habit formation. Nat Rev Neurosci (2006) 8.68

Striatonigrostriatal pathways in primates form an ascending spiral from the shell to the dorsolateral striatum. J Neurosci (2000) 6.02

Learning and memory functions of the Basal Ganglia. Annu Rev Neurosci (2002) 5.96

Persistent activity in the prefrontal cortex during working memory. Trends Cogn Sci (2003) 5.74

Mapping directed influence over the brain using Granger causality and fMRI. Neuroimage (2005) 5.47

The role of the dorsal striatum in reward and decision-making. J Neurosci (2007) 5.45

Left ventrolateral prefrontal cortex and the cognitive control of memory. Neuropsychologia (2007) 5.33

The primate basal ganglia: parallel and integrative networks. J Chem Neuroanat (2003) 5.16

Temporal difference models describe higher-order learning in humans. Nature (2004) 4.94

Dynamic dopamine modulation in the basal ganglia: a neurocomputational account of cognitive deficits in medicated and nonmedicated Parkinsonism. J Cogn Neurosci (2005) 3.94

Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping. Magn Reson Imaging (2003) 3.93

Reward-related responses in the human striatum. Ann N Y Acad Sci (2007) 3.72

Modulation of caudate activity by action contingency. Neuron (2004) 3.60

Modulation of competing memory systems by distraction. Proc Natl Acad Sci U S A (2006) 3.26

Wisconsin Card Sorting revisited: distinct neural circuits participating in different stages of the task identified by event-related functional magnetic resonance imaging. J Neurosci (2001) 3.17

Separate neural substrates for skill learning and performance in the ventral and dorsal striatum. Nat Neurosci (2006) 2.93

Comparing face patch systems in macaques and humans. Proc Natl Acad Sci U S A (2008) 2.92

Reinforcement learning signals in the human striatum distinguish learners from nonlearners during reward-based decision making. J Neurosci (2007) 2.83

Different neural correlates of reward expectation and reward expectation error in the putamen and caudate nucleus during stimulus-action-reward association learning. J Neurophysiol (2005) 2.83

Domain specificity in visual cortex. Cereb Cortex (2005) 2.66

A neural representation of categorization uncertainty in the human brain. Neuron (2006) 2.53

An fMRI study of reward-related probability learning. Neuroimage (2004) 2.45

Three-dimensional locations and boundaries of motor and premotor cortices as defined by functional brain imaging: a meta-analysis. Neuroimage (2006) 2.40

Striatal activation during acquisition of a cognitive skill. Neuropsychology (1999) 2.26

Action and outcome encoding in the primate caudate nucleus. J Neurosci (2007) 2.14

Distributed modular architectures linking basal ganglia, cerebellum, and cerebral cortex: their role in planning and controlling action. Cereb Cortex (1995) 2.07

Selective enhancement of associative learning by microstimulation of the anterior caudate. Nat Neurosci (2006) 2.05

The roles of the caudate nucleus in human classification learning. J Neurosci (2005) 2.00

Fronto-striatal connections in the human brain: a probabilistic diffusion tractography study. Neurosci Lett (2007) 1.86

How do the basal ganglia contribute to categorization? Their roles in generalization, response selection, and learning via feedback. Neurosci Biobehav Rev (2007) 1.84

A physiologically plausible model of action selection and oscillatory activity in the basal ganglia. J Neurosci (2006) 1.82

A neurobiological theory of automaticity in perceptual categorization. Psychol Rev (2007) 1.76

Performance feedback drives caudate activation in a phonological learning task. J Cogn Neurosci (2006) 1.74

Neural correlates of rule-based and information-integration visual category learning. Cereb Cortex (2006) 1.73

Investigating directed influences between activated brain areas in a motor-response task using fMRI. Magn Reson Imaging (2005) 1.61

Comparison of learning-related neuronal activity in the dorsal premotor cortex and striatum. Eur J Neurosci (2004) 1.60

Distinctions between dorsal and ventral premotor areas: anatomical connectivity and functional properties. Curr Opin Neurobiol (2007) 1.57

Information processing, dimensionality reduction and reinforcement learning in the basal ganglia. Prog Neurobiol (2003) 1.57

Dynamics of frontal, striatal, and hippocampal systems during rule learning. Cereb Cortex (2005) 1.57

Frontal networks for learning and executing arbitrary stimulus-response associations. J Neurosci (2005) 1.54

Characterizing the neural mechanisms of skill learning and repetition priming: evidence from mirror reading. Brain (2001) 1.53

Organization of visual cortical inputs to the striatum and subsequent outputs to the pallido-nigral complex in the monkey. J Comp Neurol (1990) 1.53

Cognitive functions and corticostriatal circuits: insights from Huntington's disease. Trends Cogn Sci (1998) 1.51

The organization of the basal ganglia-thalamocortical circuits: open interconnected rather than closed segregated. Neuroscience (1994) 1.49

The primary motor and premotor areas of the human cerebral cortex. Neuroscientist (2006) 1.41

Visual habit formation in monkeys with neurotoxic lesions of the ventrocaudal neostriatum. Proc Natl Acad Sci U S A (2001) 1.40

How do memory systems interact? Evidence from human classification learning. Neurobiol Learn Mem (2004) 1.40

Ventral-striatal/nucleus-accumbens sensitivity to prediction errors during classification learning. Hum Brain Mapp (2006) 1.37

Corticostriatal combinatorics: the implications of corticostriatal axonal arborizations. J Neurophysiol (2002) 1.33

Evaluating the negative or valuing the positive? Neural mechanisms supporting feedback-based learning across development. J Neurosci (2008) 1.28

Dissociation between striatal regions while learning to categorize via feedback and via observation. J Cogn Neurosci (2007) 1.25

Role of prefrontal cortex in a network for arbitrary visuomotor mapping. Exp Brain Res (2000) 1.25

Contrasting effects on discrimination learning after hippocampal lesions and conjoint hippocampal-caudate lesions in monkeys. J Neurosci (2000) 1.24

Action selection and refinement in subcortical loops through basal ganglia and cerebellum. Philos Trans R Soc Lond B Biol Sci (2007) 1.23

Tonically active neurons in the primate caudate nucleus and putamen differentially encode instructed motivational outcomes of action. J Neurosci (2004) 1.21

Dissociable prototype learning systems: evidence from brain imaging and behavior. J Neurosci (2008) 1.16

Cortical and subcortical brain regions involved in rule-based category learning. Neuroreport (2005) 1.15

Corticostriatal connections of extrastriate visual areas in rhesus monkeys. J Comp Neurol (1995) 1.07

Neural correlates of decisions and their outcomes in the ventral premotor cortex. J Neurosci (2008) 1.03

Neurocomputational mechanisms of reinforcement-guided learning in humans: a review. Cogn Affect Behav Neurosci (2008) 1.00

Understanding the neural computations of arbitrary visuomotor learning through fMRI and associative learning theory. Cereb Cortex (2007) 1.00

The influence of feedback valence in associative learning. Neuroimage (2008) 1.00

Responses of cells in the tail of the caudate nucleus during visual discrimination learning. J Neurophysiol (1995) 1.00

BOLD coherence reveals segregated functional neural interactions when adapting to distinct torque perturbations. J Neurophysiol (2007) 0.99

Transient subcortical connections of inferior temporal areas TE and TEO in infant macaque monkeys. J Comp Neurol (1995) 0.93

Comparison of population activity in the dorsal premotor cortex and putamen during the learning of arbitrary visuomotor mappings. Exp Brain Res (2005) 0.92

History- and current instruction-based coding of forthcoming behavioral outcomes in the striatum. J Neurophysiol (2007) 0.87

Neuronal activity in the monkey striatum during conditional visuomotor learning. Exp Brain Res (2003) 0.86

Visual learning for an auditory secondary reinforcer by macaques is intact after uncinate fascicle section: indirect evidence for the involvement of the corpus striatum. Eur J Neurosci (1995) 0.84

Articles by these authors

Assessing students' ability to trace matter in dynamic systems in cell biology. CBE Life Sci Educ (2006) 4.64

Separate neural substrates for skill learning and performance in the ventral and dorsal striatum. Nat Neurosci (2006) 2.93

The roles of the caudate nucleus in human classification learning. J Neurosci (2005) 2.00

Comparison of linear, nonlinear, and feature selection methods for EEG signal classification. IEEE Trans Neural Syst Rehabil Eng (2003) 1.97

Interleukin-6 and type I interferon-regulated genes and chemokines mark disease activity in dermatomyositis. Arthritis Rheum (2009) 1.94

Dynamics of frontal, striatal, and hippocampal systems during rule learning. Cereb Cortex (2005) 1.57

Linear and nonlinear methods for brain-computer interfaces. IEEE Trans Neural Syst Rehabil Eng (2003) 1.57

The autoimmunity-associated gene PTPN22 potentiates toll-like receptor-driven, type 1 interferon-dependent immunity. Immunity (2013) 1.49

Regulation of NF-kappaB activation in T cells via association of the adapter proteins ADAP and CARMA1. Science (2007) 1.39

Gene expression profiling in human autoimmunity. Immunol Rev (2006) 1.38

Exploring undergraduates' understanding of photosynthesis using diagnostic question clusters. CBE Life Sci Educ (2012) 1.30

BCI Meeting 2005--workshop on BCI signal processing: feature extraction and translation. IEEE Trans Neural Syst Rehabil Eng (2006) 1.26

Tyrosine phosphatase PTPN22: multifunctional regulator of immune signaling, development, and disease. Annu Rev Immunol (2013) 1.13

Signaling by Fyn-ADAP via the Carma1-Bcl-10-MAP3K7 signalosome exclusively regulates inflammatory cytokine production in NK cells. Nat Immunol (2013) 1.04

Adhesion and degranulation-promoting adapter protein (ADAP) positively regulates T cell sensitivity to antigen and T cell survival. J Immunol (2007) 1.03

Striatal activity in concept learning. Cogn Affect Behav Neurosci (2002) 1.00

Critical issues in state-of-the-art brain-computer interface signal processing. J Neural Eng (2011) 0.95

Distinct regulation of integrin-dependent T cell conjugate formation and NF-kappa B activation by the adapter protein ADAP. J Immunol (2008) 0.95

Differential requirement for adapter proteins Src homology 2 domain-containing leukocyte phosphoprotein of 76 kDa and adhesion- and degranulation-promoting adapter protein in FcepsilonRI signaling and mast cell function. J Immunol (2004) 0.94

Recognition memory for faces in schizophrenia patients and their first-degree relatives. Neuropsychologia (2002) 0.94

Adhesion- and degranulation-promoting adapter protein is required for efficient thymocyte development and selection. J Immunol (2006) 0.92

ADAP is dispensable for NK cell development and function. Int Immunol (2006) 0.90

Dissociating hippocampal and basal ganglia contributions to category learning using stimulus novelty and subjective judgments. Neuroimage (2011) 0.89

Pregnancy and rheumatoid arthritis: insights into the immunology of fetal tolerance and control of autoimmunity. Curr Rheumatol Rep (2011) 0.87

PRAM-1 is required for optimal integrin-dependent neutrophil function. Mol Cell Biol (2004) 0.86

Steric and electrostatic complementarity in the assembly of two-dimensional virus arrays. Langmuir (2010) 0.85

Update: biomarkers for idiopathic inflammatory myopathies. Curr Opin Rheumatol (2012) 0.83

The stargazin C terminus encodes an intrinsic and transferable membrane sorting signal. J Biol Chem (2007) 0.83

Exon 6 variants carried on systemic lupus erythematosus (SLE) risk haplotypes modulate IRF5 function. Autoimmunity (2010) 0.83

Categorization = decision making + generalization. Neurosci Biobehav Rev (2013) 0.82

Immature hematopoietic cells display selective requirements for adhesion- and degranulation-promoting adaptor protein in development and homeostatsis. Eur J Immunol (2007) 0.82

Defective positive selection results in T cell lymphopenia and increased autoimmune diabetes in ADAP-deficient BDC2.5-C57BL/6 mice. Eur J Immunol (2008) 0.78

BAFF expression correlates with idiopathic inflammatory myopathy disease activity measures and autoantibodies. J Rheumatol (2013) 0.78

On-farm mitigation of transmission of tuberculosis from white-tailed deer to cattle: literature review and recommendations. Vet Med Int (2012) 0.75

BTI1, an azoreductase with pH-dependent substrate specificity. Appl Environ Microbiol (2011) 0.75

Immune complex-mediated autoimmunity in a patient With Smith-Magenis syndrome (del 17p11.2). J Clin Rheumatol (2014) 0.75

Evaluation of remote delivery of Passive Integrated Transponder (PIT) technology to mark large mammals. PLoS One (2012) 0.75

EEG character identification using stimulus sequences designed to maximize mimimal hamming distance. Conf Proc IEEE Eng Med Biol Soc (2012) 0.75