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Prefrontal contributions to rule-based and information-integration category learning.

机译:对基于规则和信息集成类别学习的前额贡献。

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Previous research revealed that the basal ganglia play a critical role in category learning [Ell, S. W., Marchant, N. L., & Ivry, R. B. (2006). Focal putamen lesions impair learning in rule-based, but not information-integration categorization tasks. Neuropsychologia, 44(10), 1737-1751; Maddox, W. T. & Filoteo, J. V. (2007). Modeling visual attention and category learning in amnesiacs, striatal-damaged patients and normal aging. In Advances in Clinical-cognitive science: formal modeling and assessment of processes and symptoms (pp. 113-146). Washington DC: American Psychological Association] but less is known about the specific role of prefrontal cortical (PFC) regions in category learning. The current study examined rule-based (RB) and information-integration (II) category learning in 13 patients with damage primarily to ventral PFC regions. After 600 learning trials with feedback, patients were significantly less accurate than matched controls on both RB and II learning. Model-based analysis identified subgroups of patients whose impaired performance in each task was due to the use of sub-optimal learning strategies. Those patients impaired at either II or RB learning, performed significantly worse on the Wisconsin Card Sorting Test, a test of abstract rule formation and the ability to shift and maintain rules. Lesion analysis pointed to damage in a fairly circumscribed region of ventral medial prefrontal cortex as common to the impaired group of patients and those patients without ventral PFC damage mostly performed normally. These results provide further evidence that the ventromedial prefrontal cortex is critically important for the ability to monitor and integrate feedback in order to select and maintain optimal learning strategies.
机译:先前的研究表明,基底神经节在类别学习中起着至关重要的作用[Ell,S. W.,Marchant,N. L.,&Ivry,R. B.(2006)。局灶性果核损伤会损害基于规则的学习,但不会损害信息集成的分类任务。神经心理疾病,44(10),1737-1751; Maddox,W.T.和Filoteo,J.V.(2007)。为健忘症,纹状体受损患者和正常衰老建模视觉注意和类别学习。在《临床认知科学进展》中:对过程和症状的正式建模和评估(第113-146页)。华盛顿特区:美国心理学会],但对于额叶前皮质(PFC)区域在类别学习中的具体作用知之甚少。本研究检查了13名主要损害腹侧PFC区域的患者的基于规则的(RB)和信息集成(II)类别学习。经过600项具有反馈的学习试验后,在RB和II学习方面,患者的准确率明显低于匹配的对照组。基于模型的分析确定了由于执行次优学习策略而导致每项任务的表现受损的患者亚组。那些患有II或RB学习障碍的患者,在威斯康星卡片分类测试,抽象规则形成测试以及转移和维持规则的能力方面表现明显较差。病变分析指出,在受损的患者组中,腹侧内侧前额叶皮层相当有限的区域常见损害,而没有腹侧PFC损害的患者大多正常进行。这些结果提供了进一步的证据,表明腹侧前额叶皮层对于监测和整合反馈以选择和维持最佳学习策略的能力至关重要。

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