brainpy.dyn.channels.ICaN
brainpy.dyn.channels.ICaN#
- class brainpy.dyn.channels.ICaN(size, E=10.0, g_max=1.0, phi=1.0, method='exp_auto', name=None)[source]#
The calcium-activated non-selective cation channel model.
The dynamics of the calcium-activated non-selective cation channel model is given by:
\[\begin{split}\begin{aligned} I_{CAN} &=g_{\mathrm{max}} M\left([Ca^{2+}]_{i}\right) p \left(V-E\right)\\ &M\left([Ca^{2+}]_{i}\right) ={[Ca^{2+}]_{i} \over 0.2+[Ca^{2+}]_{i}} \\ &{dp \over dt} = {\phi \cdot (p_{\infty}-p)\over \tau_p} \\ &p_{\infty} = {1.0 \over 1 + \exp(-(V + 43) / 5.2)} \\ &\tau_{p} = {2.7 \over \exp(-(V + 55) / 15) + \exp((V + 55) / 15)} + 1.6 \end{aligned}\end{split}\]where \(\phi\) is the temperature factor.
- Parameters
References
- 1
Destexhe, Alain, et al. “A model of spindle rhythmicity in the isolated thalamic reticular nucleus.” Journal of neurophysiology 72.2 (1994): 803-818.
- 2
Inoue T, Strowbridge BW (2008) Transient activity induces a long-lasting increase in the excitability of olfactory bulb interneurons. J Neurophysiol 99: 187–199.
Methods
__init__
(size[, E, g_max, phi, method, name])current
(V, C_Ca, E_Ca)derivative
(p, t, V)get_delay_data
(name, delay_step, *indices)Get delay data according to the provided delay steps.
ints
([method])Collect all integrators in this node and the children nodes.
load_states
(filename[, verbose])Load the model states.
nodes
([method, level, include_self])Collect all children nodes.
register_delay
(name, delay_step, delay_target)Register delay variable.
register_implicit_nodes
(nodes)register_implicit_vars
(variables)reset
(V, C_Ca, E_Ca)Reset function which reset the whole variables in the model.
reset_delay
(name, delay_target)Reset the delay variable.
save_states
(filename[, variables])Save the model states.
train_vars
([method, level, include_self])The shortcut for retrieving all trainable variables.
unique_name
([name, type_])Get the unique name for this object.
update
(t, dt, V, C_Ca, E_Ca)The function to specify the updating rule.
update_delay
(name, delay_data)Update the delay according to the delay data.
vars
([method, level, include_self])Collect all variables in this node and the children nodes.
Attributes
global_delay_vars
name
steps