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Modelling place field formation in hippocampus considering recurrent connections in CA3 and STDP

机译:考虑CA3和STDP反复连接的海马位置场形成模型

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In this work we propose a model for place field formation in hippocampus which takes into account the role of recurrent structure of CA3, a sub-region of hippocampus. In this model inputs from entorhinal cortex and dentate gyrus enter CA3 and together with the recurrent neural structure of CA3 form place fields. The model is implemented by considering neuron-glia interactions and Spike timing-dependent plasticity in CA3 neuronal network in order to introduce a biologically plausible model. Simulation results demonstrate that the proposed model is able to predict biological observations recorded in the literature to a large extend. Finally, after modifying the proposed model to adapt it to a behaviour corresponding to decrease in glutamate uptake by postsynaptic neurons, which is one of the neural dysfunctions occurring in Alzheimer's disease (AD), the model shows the same changes in the place field formation as is observed in AD. This observation persuades us to work more on this model to prepare a substrate for studying AD disease and its impact on place field formation more deeply.
机译:在这项工作中,我们提出了一个在海马中形成场所场的模型,该模型考虑了CA3(海马子区域)的循环结构的作用。在该模型中,来自内嗅皮层和齿状回的输入进入CA3,并与CA3的递归神经结构一起形成位置场。该模型是通过考虑CA3神经元网络中神经元-胶质细胞相互作用和Spike时序依赖的可塑性来实现的,以便引入生物学上可行的模型。仿真结果表明,提出的模型能够在很大程度上预测文献中记录的生物学观察结果。最后,修改提出的模型以使其适应与突触后神经元谷氨酸摄取减少相对应的行为后,突触后神经元是阿尔茨海默氏病(AD)中发生的神经功能障碍之一,该模型显示出与位场形成相同的变化在公元中被观察到。该观察结果说服我们在此模型上进行更多工作,从而为研究AD疾病及其对场所场形成的影响做更深入的准备。

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