03.Equilibrium Potential and Hodgkin-Huxley Model
Equilibrium Potential and Hodgkin-Huxley Model
Equilibrium Potential and Hodgkin-Huxley Model
Equilibrium Potential
Nerst Potential
For ions with positive charge
high potential -> more energy -> low density
low potential -> less energy -> high density
The reverse,
low density -> more energy -> high potential
high density -> less energy -> low potential
Nerst Potential:
The voltage generates by concentration difference.
Reverse Potential
In the cell membrane:
ion pumps(ions go single direction)
ion channels(ions go both direction)
Nernst potential $E_{Na}=+50mV$
$\Delta{u}<E_{Na}$ : $Na^{+}$ flow into cell
$\Delta{u}>E_{Na}$ : $Na^{+}$ flow out of cell
Rest Potential
$u_{rest}\approx-65mV$
$E_{K} < u_{rest} < E_{Na}$
at rest potential:
potassium flow out of cell
sodium flow into cell
ion pumps balance these flows
Hodgkin-Huxley Model
Definition
$C\frac{du}{dt}=-\Sigma I_{k}(t)+I(t)$
$\Sigma I_{k}=g_{Na}m^{3}h(u-E_{Na})+g_{K}n^{4}(u-E_{k})+g_{L}(u-E_{L})$
$\dot{m}=\alpha_{m}(u)(1-m)-\beta_{m}(u)m$
$\dot{n}=\alpha_{n}(u)(1-n)-\beta_{n}(u)n$
$\dot{h}=\alpha_{h}(u)(1-h)-\beta_{h}(u)h$
sodium
m:activate
h:inactivate
another form: $\dot{x}=-\frac{1}{\tau_{x}(u)}[x-x_{0}(u)]$
$x_{0}(u)=\frac{\alpha_{x}(u)}{\alpha_{x}(u)+\beta_{x}(u)}$
$\tau_{x}(u)=\frac{1}{\alpha_{x}(u)+\beta_{x}(u)}$
Dynamics
spike generation
external input ->
membrane voltage rise ->
m increase ->
sodium into cell ->
membrane potential rise ->
action potential
fig 2.3
$\tau(h)>\tau(m)$
h:channel close
m:channel open
close is more slowly then open
then, potassium sets in->
lower potential
mean firing rates and gain function
$I_{0}>I_{\theta}$spike train
step current input
$\Delta{I}$ -> generate single spike $I_{2}$ -> generate repeat spikes
inhibitory rebound:
$I_{2}=0$
$\Delta{I}$ is large enough
refractoriness
- hyperpolarizing -> needing more stimulation
- more channel open -> resistance is lower, stimulation decay faster
The Zoo of ion channels
Sodium channels
$$I_{NaP}=\bar{g}_{NaP}m(u-E_{Na})$$
does not have h, Noninactivating
result: larger depolarization
Table of Contents
Current Ref:
- snm/03.equilibrium_potential_and_hodgkin-huxley_model.md