Predicting spike times from subthreshold dynamics of a neuron

Kobayashi, Ryota, Shinomoto, Shigeru

Neural Information Processing Systems 

Though those simulators have been successful in reproducing qualitative aspects of neuronal responses to various conditions, quantitative reproduction as well as prediction for novel experiments appears to be difficult to realize [7]. The difficulty is due to the complexity of the model accompanied with a large number of undetermined free parameters.

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