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A pavlovian model of the amygdala and its influence within the medial temporal lobe

机译:杏仁核的帕夫洛夫模型及其在颞叶内侧的影响

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Recent advances in neuroscience give us a better view of the inner structure of the amygdala, of its relations with other regions in the Medial Temporal Lobe (MTL) and of the prominent role of neuromodulation. They have particularly shed light on two kinds of neurons in the basal nucleus of the amygdala, the so-called fear neurons and extinction neurons. Fear neurons mediate context-dependent fear by receiving contextual information from the hippocampus, whereas extinction neurons are linked with the medial prefrontal cortex (mPFC) and involved in fear extinction. The computational model of the amygdala that we describe in this paper is primarily a model of pavlovian conditioning, but its architecture also emphasizes the central role of the amygdala in the MTL memory processes through three main information flows. (i) Thalamic and higher order sensory cortical inputs including from the perirhinal cortex are received in the lateral amygdalar nucleus, where CS-US associations can be acquired. (ii) These associations are subsequently modulated, in the basal nucleus of the amygdala, by contextual inputs coming from the hippocampus and the mPFC. Basal fear and extinction neurons indicate the currently valid association to their main targets including in the MTL and the mPFC. (iii) The competition for the choice of the pavlovian response is ultimately performed by projection of these amygdalar neurons in the central nucleus of the amygdala where, beyond motor responding, a hormonal response, including cholinergic modulation, is also triggered via the basal forebrain. In turn, acetylcholine modulates activation in the basal nucleus and facilitates learning in the hippocampus. Based on biologically founded arguments, our model replicates a number of biological experiments, proposes some predictions about the role of amygdalar regions and describes pavlovian conditioning as a distributed systemic learning, binding memory processes in the MTL.
机译:神经科学的最新进展使我们对杏仁核的内部结构,其与内侧颞叶(MTL)的其他区域的关系以及神经调节的重要作用有了更好的了解。它们特别揭示了杏仁核基底核中的两种神经元,即所谓的恐惧神经元和灭绝神经元。恐惧神经元通过从海马接收上下文信息来介导上下文相关的恐惧,而灭绝神经元则与内侧前额叶皮层(mPFC)相关联并参与了恐惧的消除。我们在本文中描述的杏仁核的计算模型主要是帕夫洛夫条件的模型,但其体系结构还通过三个主要信息流强调了杏仁核在MTL存储过程中的核心作用。 (i)丘脑和更高阶的感觉皮层输入,包括来自周围神经皮层的输入,都在杏仁核外侧核中获得,在那里可以获得CS-US关联。 (ii)随后,来自海马和mPFC的上下文输入会在杏仁核的基核中调节这些关联。基底恐惧和灭绝神经元表明当前与其主要目标(包括MTL和mPFC中)的有效关联。 (iii)选择帕夫洛夫反应的竞争最终是通过将这些杏仁核神经元投射到杏仁核中央核中来进行的,在杏仁核中核中,除运动反应外,还通过基底前脑引发了包括胆碱能调节在内的激素反应。反过来,乙酰胆碱调节基底核的激活并促进海马体的学习。基于生物学基础的论点,我们的模型复制了许多生物学实验,提出了有关杏仁核区域作用的一些预测,并将帕夫洛夫条件式描述为MTL中的分布式系统学习,绑定记忆过程。

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