IKNI_Ya1989#
- class brainpy.dyn.IKNI_Ya1989(size, keep_size=False, E=-90.0, g_max=0.004, phi_p=1.0, phi_q=1.0, tau_max=4000.0, V_sh=0.0, method='exp_auto', name=None, mode=None)[source]#
A slow non-inactivating K+ current described by Yamada et al. (1989) [1].
This slow potassium current can effectively account for spike-frequency adaptation.
\[\begin{split}\begin{aligned} &I_{M}=\bar{g}_{M} p\left(V-E_{K}\right) \\ &\frac{\mathrm{d} p}{\mathrm{~d} t}=\left(p_{\infty}(V)-p\right) / \tau_{p}(V) \\ &p_{\infty}(V)=\frac{1}{1+\exp [-(V-V_{sh}+35) / 10]} \\ &\tau_{p}(V)=\frac{\tau_{\max }}{3.3 \exp [(V-V_{sh}+35) / 20]+\exp [-(V-V_{sh}+35) / 20]} \end{aligned}\end{split}\]where \(\bar{g}_{M}\) was \(0.004 \mathrm{mS} / \mathrm{cm}^{2}\) and \(\tau_{\max }=4 \mathrm{~s}\), unless stated otherwise.
- Parameters:
method (
str) – The numerical integration method.name (
str) – The object name.g_max (
Union[float,TypeVar(ArrayType,Array,Variable,TrainVar,Array,ndarray),Initializer,Callable]) – The maximal conductance density (\(mS/cm^2\)).E (
Union[float,TypeVar(ArrayType,Array,Variable,TrainVar,Array,ndarray),Initializer,Callable]) – The reversal potential (mV).V_sh (
Union[float,TypeVar(ArrayType,Array,Variable,TrainVar,Array,ndarray),Initializer,Callable]) – The membrane potential shift.phi_p (
Union[float,TypeVar(ArrayType,Array,Variable,TrainVar,Array,ndarray),Initializer,Callable]) – The temperature factor for channel \(p\).tau_max (
Union[float,TypeVar(ArrayType,Array,Variable,TrainVar,Array,ndarray),Initializer,Callable]) – The \(tau_{\max}\) parameter.
References
- master_type#
alias of
HHTypedNeuron