Suppr超能文献

人类黑质的微刺激会改变强化学习。

Microstimulation of the human substantia nigra alters reinforcement learning.

机构信息

Neuroscience Graduate Group.

Drexel University School of Biomedical Engineering, Science and Health Systems, Philadelphia, Pennsylvania 19103.

出版信息

J Neurosci. 2014 May 14;34(20):6887-95. doi: 10.1523/JNEUROSCI.5445-13.2014.

Abstract

Animal studies have shown that substantia nigra (SN) dopaminergic (DA) neurons strengthen action-reward associations during reinforcement learning, but their role in human learning is not known. Here, we applied microstimulation in the SN of 11 patients undergoing deep brain stimulation surgery for the treatment of Parkinson's disease as they performed a two-alternative probability learning task in which rewards were contingent on stimuli, rather than actions. Subjects demonstrated decreased learning from reward trials that were accompanied by phasic SN microstimulation compared with reward trials without stimulation. Subjects who showed large decreases in learning also showed an increased bias toward repeating actions after stimulation trials; therefore, stimulation may have decreased learning by strengthening action-reward associations rather than stimulus-reward associations. Our findings build on previous studies implicating SN DA neurons in preferentially strengthening action-reward associations during reinforcement learning.

摘要

动物研究表明,在强化学习过程中,黑质(SN)多巴胺能(DA)神经元会增强动作-奖励的关联,但它们在人类学习中的作用尚不清楚。在这里,我们在 11 名接受深部脑刺激手术治疗帕金森病的患者的 SN 中施加了微刺激,当他们执行一个双选择概率学习任务时,奖励取决于刺激,而不是动作。与没有刺激的奖励试验相比,伴随有 SN 微刺激的奖励试验中,受试者的学习能力下降。与刺激试验相比,学习能力下降较大的受试者在刺激试验后也表现出重复动作的倾向增加;因此,刺激可能通过增强动作-奖励关联而不是刺激-奖励关联来降低学习。我们的发现建立在先前的研究基础上,这些研究表明 SN DA 神经元在强化学习过程中优先增强动作-奖励关联。

相似文献

4
A role for the human substantia nigra in reinforcement learning.人类黑质在强化学习中的作用。
J Neurosci. 2014 Sep 24;34(39):12947-9. doi: 10.1523/JNEUROSCI.2854-14.2014.

引用本文的文献

1
Human Substantia Nigra Neurons Encode Reward Expectations.人类黑质神经元编码奖励预期。
bioRxiv. 2024 May 11:2024.05.10.593406. doi: 10.1101/2024.05.10.593406.

本文引用的文献

7
Understanding dopamine and reinforcement learning: the dopamine reward prediction error hypothesis.理解多巴胺和强化学习:多巴胺奖励预测误差假说。
Proc Natl Acad Sci U S A. 2011 Sep 13;108 Suppl 3(Suppl 3):15647-54. doi: 10.1073/pnas.1014269108. Epub 2011 Mar 9.
8
Probing neural circuitry and function with electrical microstimulation.用电微刺激探测神经回路和功能。
Proc Biol Sci. 2011 Apr 22;278(1709):1121-30. doi: 10.1098/rspb.2010.2211. Epub 2011 Jan 19.

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验