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计算机应用研究 2012
Research of kinetic model of double inputs with spike time dependent plasticity synapse
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Abstract:
In order to model the pre-synaptic glutamate signal and post-synaptic action potential accurately,and used those two signals to make the verification of the STDP synaptic system,this paper proposed an ionic channel kinetic model of glutamate signal and back propagation dendrite signal.The simulation results not only got the actual physiological glutamate signal and dendrite signal,but also obtained asymmetric STDP responses from the verification of STDP synaptic model.The results show that the designed kinetic model of double inputs conforms to the actual physiological mechanism of STDP synapse,the signals generated by the model can be used to do the verification of STDP synaptic model.