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Norepinephrine and Dopamine as Learning Signals

机译:去甲肾上腺素和多巴胺作为学习信号

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The present review focuses on the hypothesis that norepinephrine (NE) and dopamine (DA) act as learning signals. Both NE and DA are broadly distributed in areas concerned with the representation of the world and with the conjunction of sensory inputs and motor outputs. Both are released at times of novelty and uncertainty, providing plausible signal events for updating representations and associations. These catecholamines activate intracellular machinery postulated to serve as a memory-formation cascade. Yet, despite the plausibility of an NE and DA role in vertebrate learning and memory, most evidence that they provide a learning signal is circumstantial. The major weakness of the data available is the lack of a specific description of how the neural circuit modulated by NE or DA participates in the learning being analyzed. Identifying a conditioned stimuli (CS) representation would facilitate the identification of a learning signal role for NE or DA. Describing how the CS representation comes to relate to learned behavior, either through sensory-sensory associations, in which the CS acquires the motivational significance of reward or punishment, thus driving appropriate behavior, or through direct sensory-motor associations is necessary to identify how NE and DA participate in memory creation. As described here, evidence consistent with a direct learning signal role for NE and DA is seen in the changing of sensory circuits in odor preference learning (NE), defensive conditioning (NE), and auditory cortex remodeling in adult rats (DA). Evidence that NE and DA contribute to normal learning through unspecified mechanisms is extensive, but the details of that support role are lacking.
机译:本综述着重于去甲肾上腺素(NE)和多巴胺(DA)充当学习信号的假设。 NE和DA都广泛分布在与世界表示相关的区域中,并且与感觉输入和运动输出结合在一起。两者都在新颖性和不确定性时发布,为更新表示和关联提供了合理的信号事件。这些儿茶酚胺激活假定为记忆形成级联的细胞内机制。然而,尽管NE和DA在脊椎动物学习和记忆中的作用似乎是合理的,但大多数证据表明它们提供学习信号是偶然的。现有数据的主要缺点是缺乏对由NE或DA调制的神经回路如何参与正在分析的学习的具体描述。识别条件刺激(CS)表示将有助于识别NE或DA的学习信号作用。描述CS表示如何通过感官-感觉关联与学习的行为相关,在CS中,CS获得奖励或惩罚的动机意义,从而驱动适当的行为,或者通过直接的感觉-运动关联来确定NE如何和DA参与内存创建。如此处所述,在成年大鼠(DA)的气味偏好学习(NE),防御性调节(NE)和听觉皮层重塑的感觉回路的变化中,可以看到与NE和DA的直接学习信号作用一致的证据。 NE和DA通过未指定的机制有助于正常学习的证据广泛,但缺乏支持角色的细节。

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