Citation: | Carol A Seger, CHEN Jianping, WANG Yuqing, LIU Zhiya. The Role of the Basal Ganglia as a Link in Category Learning[J]. Journal of South China normal University (Social Science Edition), 2021, (6): 5-14. |
[1] |
刘志雅, 宋晓红, SEGER C A. 6岁儿童的类别学习能力: 类别表征、注意和分类策略[J]. 心理学报, 2012(5): 634-646. https://www.cnki.com.cn/Article/CJFDTOTAL-XLXB201205009.htm
|
[2] |
刘志雅, 莫雷, 张娟. 基于规则的类别学习和信息整合的类别学习[J]. 心理科学, 2007(6): 1429-1432. doi: 10.3969/j.issn.1671-6981.2007.06.035
|
[3] |
ASHBY F G, MADDOX W T. Human category learning [J]. Annual review of psychology, 2005, 56: 149-178. doi: 10.1146/annurev.psych.56.091103.070217
|
[4] |
ROSCH E, MERVIS C B. Family resemblances: studies in the internal structure of categories [J]. Cognitive psychology, 1975, 7(4): 573-605. doi: 10.1016/0010-0285(75)90024-9
|
[5] |
MINDA J P, SMITH J D. Comparing prototype-based and exemplar-based accounts of category learning and attentional allocation [J]. Journal of experimental psychology: learning, memory, and cognition, 2002, 28(2): 275-292. doi: 10.1037/0278-7393.28.2.275
|
[6] |
BOWMAN C R, ZEITHAMOVA D. Abstract memory representations in the ventromedial prefrontal cortex and hippocampus support concept generalization [J]. The journal of neuroscience, 2018, 38(10): 2605-2614. doi: 10.1523/JNEUROSCI.2811-17.2018
|
[7] |
MEDIN D L, SCHAFFER M M. Context theory of classification learning [J]. Psychological review, 1978, 85(3): 207-238. doi: 10.1037/0033-295X.85.3.207
|
[8] |
NOSOFSKY R M. Attention, similarity, and the identification-categorization relationship [J]. Journal of experimental psychology: general, 1986, 115(1): 39-57. doi: 10.1037/0096-3445.115.1.39
|
[9] |
NOSOFSKY R M. An exemplar-retrieval model of short-term memory search: linking categorization and probe recognition [J]. Psychology of learning and motivation, 2016, 65: 47-84. http://www.cogs.indiana.edu/nosofsky/pubs/Nosofsky_2016_PLM.pdf
|
[10] |
BRUNER J S, GOODNOW J J, AUSTIN G A. A study of thinking [M]. New York: Wiley, 1957.
|
[11] |
MARKANT D B, GURECKIS T M. Is it better to select or to receive? Learning via active and passive hypothesis testing [J]. Journal of experimental psychology: general, 2014, 143(1): 94-122. doi: 10.1037/a0032108
|
[12] |
HOFFMANN J A, HELVERSEN B, RIESKAMP J. Similar task features shape judgment and categorization processes [J]. Journal of experimental psychology: learning, memory, and cognition, 2016, 42(8): 1193-1217. doi: 10.1037/xlm0000241
|
[13] |
ASHBY F G, ALFONSOREESE L A, TURKEN A U, et al. A neuropsychological theory of multiple systems in category learning [J]. Psychological review, 1998, 105(3): 442-481. doi: 10.1037/0033-295X.105.3.442
|
[14] |
NOMURA E M, MADDOX W T, FILOTEO J V, et al. Neural correlates of rule-based and information-integration visual category learning [J]. Cerebral cortex, 2007, 17(1): 37-43. http://reberlab.psych.northwestern.edu/wp-content/uploads/2011/08/Nomura_CC2007.pdf
|
[15] |
SOTO F A, WALDSCHMIDT J G, HELIE S, et al. Brain activity across the development of automatic categorization: a comparison of categorization tasks using multi-voxel pattern analysis [J]. Neuroimage, 2013, 71: 284-297. doi: 10.1016/j.neuroimage.2013.01.008
|
[16] |
SEGER C A, BRAUNLICH K, WEHE S H, et al. Generalization in category learning: the roles of representational and decisional uncertainty[J]. Journal of neuroscience, 2015, 35(23): 8802-8812. doi: 10.1523/JNEUROSCI.0654-15.2015
|
[17] |
LI Y, SEGER C A, CHEN Q, et al. Left inferior frontal gyrus integrates multisensory information in category learning [J]. Cerebral cortex, 2020, 30(8): 4410-4423. doi: 10.1093/cercor/bhaa029
|
[18] |
HELIE S, SHAMLOO F, ZHANG H, et al. The impact of training methodology and representation on rule-based categorization: an fMRI study [J]. Cognitive, affective, & behavioral neuroscience, 2021(3): 717-735. doi: 10.3758/s13415-021-00882-0
|
[19] |
ASHBY F G, VALENTIN V V. Multiple systems of perceptual category learning: theory and cognitive tests [M]// Handbook of categorization in cognitive science. Oxford: Elsevier, 2017: 157-188.
|
[20] |
REBER P J, STARK C E, SQUIRE L R. Cortical areas supporting category learning identified using functional MRI [J]. Proceedings of the national academy of sciences, 1998, 95(2): 747-750. doi: 10.1073/pnas.95.2.747
|
[21] |
KIMBERG D Y, D'ESPOSITO M, FARAH M J. Frontal lobes: cognitive neuropsychological aspects [M]// Behavioral neurology and neuropsychology, New York: McGraw-Hill, 1997: 409-418.
|
[22] |
ASHBY F G, NOBLE S, FILOTEO J, et al. Category learning deficits in Parkinson's disease [J]. Neuropsychology, 2003, 17(1): 115-124. doi: 10.1037/0894-4105.17.1.115
|
[23] |
ROBINSON A, HEATON R, LEHMAN R, et al. The utility of the Wisconsin Card Sorting Test in detecting and localizing frontal lobe lesions [J]. Journal of consulting and clinical psychology, 1980, 48(5): 605-664. doi: 10.1037/0022-006X.48.5.605
|
[24] |
FILOTEO J V, MADDOX W T, SALMON D P, et al. Information-integration category learning in patients with striatal dysfunction [J]. Neuropsychology, 2004, 19(2): 212-222. http://www.homepage.psy.utexas.edu/homepage/Group/MaddoxLAB/Publications/filoteo%20maddox%20salmon%20&%20song%202005.pdf
|
[25] |
CINCOTTA C M, SEGER C A. Dissociation between striatal regions while learning to categorize via feedback and via observation [J]. Journal of cognitive neuroscience, 2007, 19(2): 249-265. doi: 10.1162/jocn.2007.19.2.249
|
[26] |
LI F, CAO B, GAO H, et al. Different brain potentials evoked at distinct phases of rule learning [J]. Psychophysiology, 2012, 49(9): 1266-1276. doi: 10.1111/j.1469-8986.2012.01403.x
|
[27] |
ANTZOULATOS E G, MILLER E K. Increases in functional connectivity between prefrontal cortex and striatum during category Learning [J]. Neuron, 2014, 83(2): 216-225. http://core.ac.uk/download/pdf/81148007.pdf
|
[28] |
BRAUNLICH K, SEGER C A. Categorical evidence, confidence, and urgency during probabilistic categorization [J]. Neuroimage, 2016, 125: 941-952. doi: 10.1016/j.neuroimage.2015.11.011
|
[29] |
LIM S J, FIEZ J A, HOLT L L. Role of the striatum in incidental learning of sound categories [J]. Proceedings of the national academy of sciences, 2019, 116(10): 4671-4680. doi: 10.1073/pnas.1811992116
|
[30] |
COHEN Y, SCHNEIDMAN E, PAZ R. The geometry of neuronal representations during rule learning reveals complementary roles of cingulate cortex and putamen [J]. Neuron, 2021, 109(5): 839-851. doi: 10.1016/j.neuron.2020.12.027
|
[31] |
SEGER C A, MILLER E K. Category learning in the brain [J]. Annual review of neuroscience, 2010, 33(1): 203-219. doi: 10.1146/annurev.neuro.051508.135546
|
[32] |
BRAUNLICH K, SEGER C A. The basal ganglia [J]. Wiley interdisciplinary reviews-cognitive science, 2013, 4(2): 135-148. doi: 10.1002/wcs.1217
|
[33] |
ALEXANDER G E, DELONG M R, STRICK P L. Parallel organization of functionally segregated circuits linking basal ganglia and cortex [J]. Annual review of neuroscience, 1986, 9: 357-381. doi: 10.1146/annurev.ne.09.030186.002041
|
[34] |
LAWRENCE A D, SAHAKIAN B J, ROBBINS T W. Cognitive functions and corticostriatal circuits: insights from Huntington's disease [J]. Trends in cognitive sciences, 1998, 2(10): 379-388. doi: 10.1016/S1364-6613(98)01231-5
|
[35] |
SEGER C A. How do the basal ganglia contribute to categorization? Their roles in generalization, response selection, and learning via feedback [J]. Neuroscience and biobehavioral reviews, 2008, 32(2): 265-278. doi: 10.1016/j.neubiorev.2007.07.010
|
[36] |
MIDDLETON C A, STRICK P L. The temporal lobe is a target of output from the basal ganglia [J]. Proceedings of the national academy of sciences, 1996, 93(16): 8683-8687. doi: 10.1073/pnas.93.16.8683
|
[37] |
AIZENSTEIN H J, MACDONALD A W, STENGER V A, et al. Complementary category learning systems identified using event-related functional MRI [J]. Journal of cognitive neuroscience, 2000, 12(6): 977-987. doi: 10.1162/08989290051137512
|
[38] |
REBER P J, GITELMAN D R, PARRISH T B, et al. Dissociating explicit and implicit category knowledge with fMRI [J]. Journal of cognitive neuroscience, 2003, 15(4), 574-583. doi: 10.1162/089892903321662958
|
[39] |
KAWASAK K, SHEINBERG D L. Learning to recognize visual objects with microstimulation in inferior temporal cortex [J]. Journal of neurophysiology, 2008, 100(1): 197-211. doi: 10.1152/jn.90247.2008
|
[40] |
DEGUTIS J, D'ESPOSITO M. Distinct mechanisms in visual category learning [J]. Cognitive, affective and behavioral neuroscience, 2007, 7(3): 251-259. doi: 10.3758/CABN.7.3.251
|
[41] |
SEGER C A, CINCOTTA C M. The roles of the caudate nucleus in human classification learning [J]. Journal of neuroscience, 2005, 25(11): 2941-2951. doi: 10.1523/JNEUROSCI.3401-04.2005
|
[42] |
SEGER C A, CINCOTTA C M. Dynamics of frontal, striatal, and hippocampal systems during rule learning [J]. Cerebral cortex, 2006, 16(11): 1546-1555. http://pdfs.semanticscholar.org/e182/0a3234898074b9ccec14e92724755d1990f7.pdf
|
[43] |
LIU Z Y, BRAUNLICH K, WEHE S H, et al. Neural networks supporting switching, hypothesis testing, and rule application [J]. Neuropsychologia, 2015, 77: 19-34. doi: 10.1016/j.neuropsychologia.2015.07.019
|
[44] |
MENON V. Large-scale brain networks and psychopathology: a unifying triple network model [J]. Trends in cognitive sciences, 2011, 15(10): 483-506. doi: 10.1016/j.tics.2011.08.003
|
[45] |
UDDIN, LUCINA Q. Salience processing and insular cortical function and dysfunction [J]. Nature reviews neuroscience, 2015, 16(1): 55-61. doi: 10.1038/nrn3857
|
[46] |
HELIE S, ELL S W, ASHBY F G. Learning robust cortico-cortical associations with the basal ganglia: an integrative review [J]. Cortex, 2015, 64: 123-135. doi: 10.1016/j.cortex.2014.10.011
|
[47] |
NOMURA E M, REBER P J. A review of medial temporal lobe and caudate contributions to visual category learning [J]. Neuroscience & biobehavioral reviews, 2008, 32(2): 279-291. http://www.sciencedirect.com/science?_ob=ShoppingCartURL&_method=add&_eid=1-s2.0-S014976340700084X&originContentFamily=serial&_origin=article&_ts=1434274981&md5=300344515a4b3efb4ecdf74df0fc05c5
|
[48] |
FRANK M J, LOUGHRY B, O'REILLY R C. Interactions between frontal cortex and basal ganglia in working memory: a computational account [J]. Cognitive affective and behavioral neuroscience, 2001, 1(2): 137-160. doi: 10.3758/CABN.1.2.137
|
[49] |
SEGER C A, DENNISON C S, LOPEZ-PANIAGUA D, et al. Dissociating hippocampal and basal ganglia contributions to category learning using stimulus novelty and subjective judgments [J]. Neuroimage, 2011, 55(4): 1739-1753. doi: 10.1016/j.neuroimage.2011.01.026
|
[50] |
GRINBAND J, HIRSCH J, FERRERA V P. A neural representation of categorization uncertainty in the human brain [J]. Neuron, 2006, 49(5): 757-763. doi: 10.1016/j.neuron.2006.01.032
|
[51] |
TANAKA S C, DOYA K, OKADA G, et al. Prediction of immediate and future rewards differentially recruits cortico-basal ganglia loops [J]. Nature neuroscience, 2004, 7(8): 887-893. doi: 10.1038/nn1279
|
[52] |
SEGER C A, PETERSON E, LOPEZ-PANIAGUA D, et al. Dissociating the contributions of independent corticostriatal systems to visual categorization learning through the use of reinforcement learning modeling and Granger causality modeling [J]. Neuroimage, 2010, 50(2): 644-656. doi: 10.1016/j.neuroimage.2009.11.083
|
[53] |
WILLIAMS Z M, ESKANDAR E N. Selective enhancement of associative learning by microstimulation of the anterior caudate [J]. Nature neuroscience, 2006, 9(4): 562-568. doi: 10.1038/nn1662
|
[54] |
HARUNO M, KAWATO M. Different neural correlates of reward expectation and reward expectation error in the putamen and caudate nucleus during stimulus-action-reward association learning [J]. Journal of neurophysiology, 2006, 95(2): 948-959. doi: 10.1152/jn.00382.2005
|
[55] |
LIU Z Y, SONG X H, SEGER A C. An eye-tracking study of multiple feature value category structure learning: the role of unique features [J]. Plos one, 2015, 10(8): e0135729. doi: 10.1371/journal.pone.0135729
|
[56] |
WAHLHEIM C N, MCDANIEL M A, LITTLE J L. Category learning strategies in younger and older adults: rule abstraction and memorization [J]. Psychology and aging, 2016, 31(4): 346-357. doi: 10.1037/pag0000083
|
[57] |
YAMAUCHI T, LOVE B C, MARKMAN A B. Learning nonlinearly separable categories by inference and classification [J]. Journal of experimental psychology: learning, memory, and cognition, 2002, 28(3): 585-593. doi: 10.1037/0278-7393.28.3.585
|
[58] |
刘志雅, 莫雷. 两种学习模式下类别学习的结果: 原型和样例[J]. 心理学报, 2009(1): 44-52. https://www.cnki.com.cn/Article/CJFDTOTAL-XLXB200901007.htm
|
[59] |
HAMMER R, BRECHMANN A, OHL F, et al. Differential category learning processes: the neural basis of comparison-based learning and induction [J]. Neuroimage, 2010, 52(2): 699-709. doi: 10.1016/j.neuroimage.2010.03.080
|
[60] |
BOWMAN C R, ZEITHAMOVA D. Training set coherence and set size effects on concept generalization and recognition [J]. Journal of experimental psychology: learning, memory, and cognition, 2020, 46(8): 1442-1464. doi: 10.1037/xlm0000824
|
[61] |
HOOVER J E, STRICK P L. Multiple output channels in the basal ganglia [J]. Science, 1993, 259(5096): 819-821. doi: 10.1126/science.7679223
|