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ES_APPM 370: Introduction to Computational Neuroscience

Quarter Offered

Spring : MWF 11-11:50 ; Poll

Description

From neurons to networks. Ion channels, Hodgkin-Huxley framework, simplified models, cable equation, synapses, spike-triggered average and optimal stimulus. Feed-forward and recurrent firing-rate networks. Statistical approach, Bayesian modeling. A brief introduction to numerical methods is given.