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Sequential Memory Recall in CA1 Taking Advantage of Theta-Like Spatiotemporal Activity of CA3: A Hippocampal Model

机译:CA1中的顺序记忆召回,利用CA3的θ样的时空活性:海马模型

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Sequential memory recall in a hippocampal neural network model was investigated. The hippocampus is known to be involved in, for example, associative memory, episodic memory and spatial learning. These functions require the hippocampus to store not only memory patterns but also links between them. On the other hand, rhythmic activity such as the theta-rhythm is observed in the hippocampus and relevance between higher order tasks and theta-rhythm is object of much interest. In the present study, three memory patterns were stored as steady patterns of SC connection weight. Links between these memories were stored as asymmetric recurrent synaptic connection weights in CA3. These asymmetric connections controlled the theta-like spatiotemporal activity of CA3. As a result, stored memory patterns were recalled sequentially taking advantage of theta-like activity of the CA3 network.
机译:研究了海马神经网络模型中的顺序存储器召回。已知海马涉及例如关联记忆,集内存记忆和空间学习。这些函数要求海马不仅可以存储内存模式,而且还可以存储它们之间的链接。另一方面,在海马中观察到诸如θ-rhythm的节奏活动,高阶任务与θ-nryth之间的相关性是非常感兴趣的对象。在本研究中,将三个存储器模式存储为SC连接重量的稳定模式。这些存储器之间的链接被存储为CA3中的不对称复制突触连接权重。这些不对称连接控制了Ca3的θ样的时空活性。结果,依次召回存储的存储器模式,利用CA3网络的θ类似活动。

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