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中文摘要
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描述(由申请人提供):现有的多巴胺在强化学习中作用的计算模型现在已经相当成熟。这些模型对中脑多巴胺神经元放电速率的变化如何改变受试者对行动的价值观进行了具体的预测。虽然以前的单神经元记录研究在很大程度上验证了这些计算模型,但很少有人尝试使用这些神经元的直接电操作来检验这些理论。这一点特别重要,因为大脑深部核团的电操作现在被用来治疗一些精神疾病--包括药物成瘾。在这项提议中,我们描述了一系列实验,旨在测试这一假设,即如果以现有计算理论指定的方式以亚秒级精度操纵中脑多巴胺神经元的放电速率,这可能会以高精度的方式深刻地调节行为偏好。如果是这样的话,这一发现将建议进行一系列与翻译相关的实验,以研究大脑深部刺激对药物成瘾的影响。目前的提议旨在为未来的此类实验奠定理论和实验基础。
英文摘要
DESCRIPTION (provided by applicant): Existing computational models of dopamine's role in reinforcement learning are now quite well developed. These models make specific predictions about how changes in the firing rates of midbrain dopamine neurons should change the values subjects place on actions. While previous single neuron recording studies have largely validated these computational models, there have been very few efforts to use direct electrical manipulations of these neurons to examine these theories. This is of particular relevance because electrical manipulations of deep brain nuclei are now being used to treat a number of psychiatric disorders - including drug addiction. In this proposal, we describe a series of experiments aimed at testing the hypothesis that if the firing rates of midbrain dopamine neurons are manipulated with sub-second precision in a manner specified by existing computational theories, this may profoundly regulate behavioral preferences in a highly precise way. If this is the case, this finding would suggest a series of translationally-relevant experiments on the effects of deep brain stimulation on drug addiction. The current proposal seeks to lay the theoretical and experimental foundations for such experiments in the future.
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SOAR: Smartphones for Opioid Addiction Recovery
Role of the Decision-Making Reference Point in Cognition and Psychopathology
Role of the Decision-Making Reference Point in Cognition and Psychopathology
SOAR: Smartphones for Opioid Addiction Recovery
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