Prototype-distortion category learning: A two-phase learning process across a distributed network

Brain and Cognition

Volumn 60, Issue 3, 2006, Pages 233-243

  Little, Deborah M ^a   Thulborn, Keith R ^a  

^a UNIVERSITY OF ILLINOIS AT CHICAGO   (United States)

Author keywords

Category learning; Functional magnetic resonance imaging; Prototype distortion

Indexed keywords

ADOLESCENT; ADULT; BEHAVIOR; CONFERENCE PAPER; CONTROLLED STUDY; FRONTAL LOBE; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; LEARNING; MOTOR CORTEX; NERVE CELL NETWORK; PARIETAL LOBE; PRIORITY JOURNAL; TASK PERFORMANCE; VISUAL CORTEX; VISUAL STIMULATION;

ADULT; AROUSAL; BRAIN MAPPING; CEREBRAL CORTEX; CLASSIFICATION; DISCRIMINATION LEARNING; FRONTAL LOBE; HUMANS; MAGNETIC RESONANCE IMAGING; MODELS, NEUROLOGICAL; PARIETAL LOBE; PATTERN RECOGNITION, VISUAL; PERCEPTUAL DISTORTION; PHOTIC STIMULATION; REFERENCE VALUES; VISUAL CORTEX; VISUAL PATHWAYS;

EID: 33644955949     PISSN: 02782626     EISSN: 10902147     Source Type: Journal    
DOI: 10.1016/j.bandc.2005.06.004     Document Type: Conference Paper

References (44)

1. H.J. Aizenstein, A.W. MacDonald, V.A. Stenger, R.D. Nebes, J.K. Larson, and S. Ursu Complementary category learning systems identified using event-related functional MRI Journal of Cognitive Neuroscience 12 2000 977 987
2. F.G. Ashby, and S.W. Ell The neurobiology of human category learning Trends in Cognitive Sciences 5 2001 204 210
3. F.G. Ashby, and W.T. Maddox Human category learning Annual Review of Psychology 56 2005 149 178
4. C. Buchel, J.T. Coull, and J.T. Friston The predictive value of changes in effective connectivity for human learning Science 283 1999 1538 1541
5. R.W. Cox AFNI: software for analysis and visualization of functional magnetic resonance neuroimages Computers and Biomedical Research 29 1996 162 173
6. P. Dassonville, X.H. Zhu, K. Ugurbil, S.G. Kim, and J. Ashe Functional activation in motor cortex reflects the direction and degree of handedness Proceedings of the National Academy of Sciences of the United States of America 94 1997 14015 14018
7. E.A. DeYoe, G.J. Carman, P. Bandettini, S. Glickman, J. Wiser, and R. Cox Mapping striate and extrastriate visual areas in human cerebral cortex Proceedings of the National Academy of Sciences of the United States of America 93 1996 2382 2386
8. B. Dosher, and Z.L. Lu Mechanisms of perceptual learning Vision Research 39 1999 3197 3221
9. W.F. Eddy, M. Fitzgerald, C.R. Genovese, A. Mockus, and D.C. Noll Functional image analysis software-Computational olio A. Prat Proceedings in computational statistics 1996 Physica-Verlag Heidelberg
10. P. Fletcher, C. Buchel, O. Josephs, K. Friston, and R. Dolan Learning-related neuronal responses in prefrontal cortex studied with functional neuroimaging Cerebral Cortex 9 1999 169 178
11. S.D. Forman, J.D. Cohen, M. Fitzgerald, W.F. Eddy, M.A. Mintun, and D.C. Noll Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): Use of a cluster-size threshold Magnetic Resonance in Medicine 33 1995 636 647
12. M.E. Frederikse, A. Lu, E. Aylward, P. Barta, and G. Pearlson Sex differences in the inferior parietal lobule Cerebral Cortex 9 1999 896 901
13. I. Gauthier, M.J. Tarr, A.W. Anderson, P. Skudlarski, and P. Gore Activation of the middle fusiform 'face area' increases with expertise in recognizing novel objects Nature Neuroscience 2 1999 568 573
14. D. Gonzalo, T. Shallice, and R. Dolan Time-dependent changes in learning audiovisual associations: A single-trial fMRI study NeuroImage 11 2000 243 255
15. M.H. Grosbras, U. Leonards, E. Lobel, J.B. Poline, D. LeBihan, and A. Berthoz Human cortical networks for new and familiar sequences of saccades Cerebral Cortex 11 2001 936 945
16. D. Homa, and J.C. Cultice Role of feedback, category size, and stimulus distortion on the acquisition and utilization of ill-defined categories Journal of Experimental Psychology-Learning, Memory and Cognition 10 1984 83 94
17. B.J. Knowlton, and L.R. Squire The learning of categories: Parallel brain systems for item memory and category knowledge Science 262 1993 1747 1749
18. C.U. Lee, M.E. Shenton, D.F. Salisbury, K. Kasai, T. Onitsuka, and C.C. Dickey Fusiform gyrus volume reduction in first-episode schizophrenia: a magnetic resonance imaging study Archives of General Psychiatry 59 2002 775 781
19. D.M. Little, R. Klein, D.M. Shobat, E.D. McClure, and K.R. Thulborn Changing patterns of brain activation during category learning revealed by functional MRI Cognitive Brain Research 22 2004 84 93
20. D.M. Little, and K.R. Thulborn Correlations of cortical activation and behavior during the application of newly learned categories Cognitive Brain Research 25 2005 33 47
21. B. Luna, K.R. Thulborn, M.H. Strojwas, B.J. McCurtain, R.A. Berman, and C.R. Genovese Dorsal cortical regions subserving visually guided saccades in humans: An fMRI study Cerebral Cortex 8 1998 40 47
22. A.B. Markman, and B.H. Ross Category use and category learning Psychological Bulletin 129 2003 592 613
23. D.L. Medin, and M.M. Schaffer Context theory of classification learning Psychological Review 85 1978 207 238
24. D.L. Medin, and E.E. Smith Strategies and classification learning Journal of Experimental Psychology-Human Learning and Memory 7 1981 241 253
25. R.M. Nosofsky, and S.R. Zaki Dissociations between categorization and recognition memory in amnesic and normal individual: An exemplar-based interpretation Psychological Science 9 1998 247 255
26. T.J. Palmeri, and M.A. Flanery Learning about categories in the absence of training. Profound amnesia and the relationship between perceptual categorization and recognition memory Psychological Science 10 1999 526 530
27. S.E. Petersen, H. Van Mier, J. Fiez, and M. Raichle The effects of practice on the functional anatomy of task performance Proceedings of the National Academy of Sciences of the United States of America 95 1998 853 860
28. R.A. Poldrack Imaging brain plasticity: Conceptual and methodological issues-A theoretical review NeuroImage 12 2000 1 13
29. R.A. Poldrack, J.E. Desmond, G.H. Glover, and J.D.E. Gabrieli The neural basis of visual skill learning: An fMRI study of mirror reading Cerebral Cortex 8 1998 1047 1056
30. R.A. Poldrack, and J.D.E. Gabrieli Characterizing the neural mechanisms of skill learning and repetition priming: Evidence from mirror reading Brain 124 2001 67 82
31. M.I. Posner, R. Goldsmith, and K.E. Welton Perceived distance and the classification of distorted patterns Journal of Experimental Psychology 73 1967 28 38
32. M.I. Posner, and S.W. Keele On the genesis of abstract ideas Journal of Experimental Psychology 77 1968 353 363
33. M.I. Posner, and RF. Mitchell Chronometric analysis of classification Psychological Review 74 5 1967 392 409
34. P.J. Reber, C.E.L. Stark, and L.R. Squire Cortical areas supporting category learning identified using functional MRI Proceedings of the National Academy of Sciences of the United States of America 95 1998 747 750
35. P.J. Reber, and L.R. Squire Intact learning of artificial grammars and intact category learning by patients with Parkinson's disease Behavioral Neuroscience 113 1999 235 242
36. E. Rosch Cognitive reference points Cognitive Psychology 7 1975 192 238
37. C.A. Seger, R.A. Poldrack, V. Prabhakaran, M. Zhao, G.H. Glover, and J.D.E. Gabrieli Hemispheric asymmetries and individual differences in visual concept learning as measured by functional MRI Neuropsychologia 38 2000 1316 1324
38. Sinha, R. R. (1999). Neuropsychological substrates of category learning. Dissertation Abstracts International, Section B: Science and Engineering, 60(5B), 2381 (UMI: AEH9932480).
39. J.D. Smith, and J.P. Minda Journey to the center of the category: The dissociation in amnesia between categorization and recognition Journal of Experimental Psychology-Learning, Memory and Cognition 27 2001 984 1002
40. L.R. Squire, and B.J. Knowlton Learning about categories in the absence of memory Proceedings of the National Academy of Sciences of the United States of America 93 1995 13515 13522
41. J. Talairach, and P. Tournoux Co-planar stereotaxic atlas of the human brain 1988 Thieme Medical Publishers Inc. New York
42. J. Toni, J. Rowe, K.E. Stephan, and R.E. Passingham Changes of cortico-striatal effective connectivity during visuomotor learning Cerebral Cortex 10 2002 1040 1047
43. C.M. Thiel, D.R. Shanks, R.N. Henson, and R.J. Dolan Neuronal correlates of familiarity-driven decisions in artificial grammar learning Neuroreport 14 2003 131 136
44. R. Vogels, G. Sary, P. Dupont, and G.A. Orban Human brain regions involved in visual categorization NeuroImage 16 2002 401 404