Parameter estimation of a spiking silicon neuron.
IEEE Transactions on Biomedical Circuits and Systems(2012)
摘要
Spiking neuron models are used in a multitude of tasks ranging from understanding neural behavior at its most basic level to neuroprosthetics. Parameter estimation of a single neuron model, such that the model's output matches that of a biological neuron is an extremely important task. Hand tuning of parameters to obtain such behaviors is a difficult and time consuming process. This is further com...
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关键词
Neurons,Biological system modeling,Silicon,Optimization,Noise,Mathematical model
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