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Dynamics of active neuronal dendrites and their functional significance

机译:活性神经元枝晶动态及其功能意义

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Dynamical properties of brain neurons are more complex and diverse than the neuron models used in artificial neural network studies. Here a pyramidal neuron in hippocampus is modeled based on physiological findings, which is known to show calcium-dependent dynamics in dendrites. Responses of the model neuron to excitatory stimuli on the dendrites are studied under the varied somatic inhibitions. Computer simulations demonstrate synaptic control of spatiotemporal dynamics of the active dendrite system. Highly organized neuronal information processing might be possible by the interaction between the hierarchical dendrite system and the dendritic pattern of synapse distribution.
机译:脑神经元的动态性质比人工神经网络研究中使用的神经元模型更复杂和多样化。这里,海马的金字塔内神经元是基于生理学发现的建模,这已知已知在树突中显示依赖于钙的动态。在不同的体细胞抑制下,研究了模型神经元对枝曲曲兴奋剂刺激的反应。计算机仿真展示了活性枝晶系统的时空动力学的突触控制。通过分层枝晶系统与突触分布的树突模式之间的相互作用,可以实现高度有组织的神经元信息处理。

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