Dingtian Shi

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At the single neuron level, neural information processing involves the transformation of input stimulation into an output spike train. Here a generalized linear model (GLM) is used to reconstruct the mapping from stimulation to firing trains of single neuron for Hudgkin-Huxley (H-H) model. Firstly, H-H model is stimulated by the white noise to generate the(More)
Inferring neuron network construction, the ideal situation is to explore the relationship between synaptic and functional connection. In this paper, we apply the general linear model(GLM) to construct a two coupled neuron functional network, then based on neuron spiking point process and maximum likelihood estimation we can estimate the functional(More)
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