" ... In this study,
we devised a simple, fast computational model that can be tailored to
any cortical neuron not only for reproducing but also for predicting a
variety of spike responses to greatly fluctuating currents. The key
features of this model are a multi-timescale adaptive threshold
predictor and a nonresetting leaky integrator. This model is capable
of reproducing a rich variety of neuronal spike responses, including
regular spiking, intrinsic bursting, fast spiking, and chattering, by
adjusting only three adaptive threshold parameters.
..."
Reference:
1 .
Kobayashi R, Tsubo Y, Shinomoto S (2009) Made-to-order spiking neuron model equipped with a multi-timescale adaptive threshold. Front Comput Neurosci 3:9 [PubMed]
|
