|
Data
|
Hodgkin–Huxley model with fractional gating (Teka et al. 2016)
|
Wondimu Teka
|
|
|
We use fractional order derivatives to model the kinetic dynamics of the gate variables for the potassium and sodium conductances of the Hodgkin-Huxley model. Our results show that power-law dynamics of the different gate variables result
in a wide range of action potential shapes and spiking patterns, even in the case where the model was stimulated with constant current. As a consequence, power-law behaving conductances result in an increase in the number of spiking patterns a neuron can generate and, we propose, expand the computational capacity of the neuron.
|
|
-
Hodgkin-Huxley neuron Show
Other
-
Wide dynamic range neuron Show
Other
-
Abstract integrate-and-fire fractional leaky neuron Show
Other
-
Abstract single compartment conductance based cell Show
Other
|
|
|
|
|
|
-
Teka W, Stockton D, Santamaria F (2016) Show
Other
|
|
|
|
|
|
|
wondimuwub@gmail.com
|
Fractional differentiator neuron
|
|
|
|
|
|
|
|
|
|
Teka W, Stockton D, Santamaria F. "Power-law dynamics of membrane
conductances increase spiking diversity in a Hdgkin-Huxley model" PLoS
Computational Biology, in press, 2016.
|
|
|
|
|
|
|
|
|
|
|