Predicting spike timings of current-injected neurons

  title={Predicting spike timings of current-injected neurons},
  author={Yasuhiro Tsubo and Takeshi Kaneko and Shigeru Shinomoto},
  journal={Neural networks : the official journal of the International Neural Network Society},
  volume={17 2},
Typical neurospiking models were examined on the ability to reproduce and predict the spike sequences of a biological neuron for a variety of fluctuating currents, using a fixed set of parameter values. The predicting accuracy was found to be particularly good for the Hodgkin-Huxley models augmented with the Ca(2+)-dependent potassium current generating slow afterhyper-polarization and/or the muscarine-sensitive potassium current. In the successful parameter determination method, the effective… CONTINUE READING


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