Short-term memory in neuron-astrocyte network

2020 4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual Robotics (DCNAIR)(2020)

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摘要
In this paper, we study the role of astrocyte-induced modulation of signal transmission in network of synaptically coupled spiking neurons in the mechanisms of the short-term memory formation. We show, that due to the local spatial synchronization of signaling in the neural network induced by the astrocyte during the duration of the Ca 2+ signal, the proposed neuron-astrocyte network can operate as a temporal Hopfield network.
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关键词
Astrocyte,Short-term Memory,Neural Network
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